In this project, you'll use generative adversarial networks to generate new images of faces.
You'll be using two datasets in this project:
Since the celebA dataset is complex and you're doing GANs in a project for the first time, we want you to test your neural network on MNIST before CelebA. Running the GANs on MNIST will allow you to see how well your model trains sooner.
If you're using FloydHub, set data_dir to "/input" and use the FloydHub data ID "R5KrjnANiKVhLWAkpXhNBe".
data_dir = './data'
# FloydHub - Use with data ID "R5KrjnANiKVhLWAkpXhNBe"
#data_dir = '/input'
"""
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"""
import helper
helper.download_extract('mnist', data_dir)
helper.download_extract('celeba', data_dir)
Found mnist Data Found celeba Data
show_n_images = 25
"""
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"""
%matplotlib inline
import os
from glob import glob
from matplotlib import pyplot
mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'mnist/*.jpg'))[:show_n_images], 28, 28, 'L')
pyplot.imshow(helper.images_square_grid(mnist_images, 'L'), cmap='gray')
<matplotlib.image.AxesImage at 0x10b667f28>
The CelebFaces Attributes Dataset (CelebA) dataset contains over 200,000 celebrity images with annotations. Since you're going to be generating faces, you won't need the annotations. You can view the first number of examples by changing show_n_images.
show_n_images = 25
"""
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"""
mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'img_align_celeba/*.jpg'))[:show_n_images], 28, 28, 'RGB')
pyplot.imshow(helper.images_square_grid(mnist_images, 'RGB'))
<matplotlib.image.AxesImage at 0x10f205e48>
Since the project's main focus is on building the GANs, we'll preprocess the data for you. The values of the MNIST and CelebA dataset will be in the range of -0.5 to 0.5 of 28x28 dimensional images. The CelebA images will be cropped to remove parts of the image that don't include a face, then resized down to 28x28.
The MNIST images are black and white images with a single color channel while the CelebA images have 3 color channels (RGB color channel).
You'll build the components necessary to build a GANs by implementing the following functions below:
model_inputsdiscriminatorgeneratormodel_lossmodel_opttrainThis will check to make sure you have the correct version of TensorFlow and access to a GPU
"""
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"""
from distutils.version import LooseVersion
import warnings
import tensorflow as tf
# Check TensorFlow Version
assert LooseVersion(tf.__version__) >= LooseVersion('1.0'), 'Please use TensorFlow version 1.0 or newer. You are using {}'.format(tf.__version__)
print('TensorFlow Version: {}'.format(tf.__version__))
# Check for a GPU
if not tf.test.gpu_device_name():
warnings.warn('No GPU found. Please use a GPU to train your neural network.')
else:
print('Default GPU Device: {}'.format(tf.test.gpu_device_name()))
TensorFlow Version: 1.1.0
/Users/dhanoopkarunakaran/anaconda/envs/dlndp5/lib/python3.5/site-packages/ipykernel_launcher.py:14: UserWarning: No GPU found. Please use a GPU to train your neural network.
Implement the model_inputs function to create TF Placeholders for the Neural Network. It should create the following placeholders:
image_width, image_height, and image_channels.z_dim.Return the placeholders in the following the tuple (tensor of real input images, tensor of z data)
import problem_unittests as tests
def model_inputs(image_width, image_height, image_channels, z_dim):
"""
Create the model inputs
:param image_width: The input image width
:param image_height: The input image height
:param image_channels: The number of image channels
:param z_dim: The dimension of Z
:return: Tuple of (tensor of real input images, tensor of z data, learning rate)
"""
input_image = tf.placeholder(tf.float32, (None,image_width, image_height, image_channels),name="input_real")
input_z = tf.placeholder(tf.float32, (None, z_dim), name="input_z")
learning_rate = tf.placeholder(tf.float32, name="lr")
return input_image, input_z, learning_rate
"""
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"""
tests.test_model_inputs(model_inputs)
Tests Passed
Implement discriminator to create a discriminator neural network that discriminates on images. This function should be able to reuse the variables in the neural network. Use tf.variable_scope with a scope name of "discriminator" to allow the variables to be reused. The function should return a tuple of (tensor output of the discriminator, tensor logits of the discriminator).
def discriminator(images, reuse=False):
"""
Create the discriminator network
:param images: Tensor of input image(s)
:param reuse: Boolean if the weights should be reused
:return: Tuple of (tensor output of the discriminator, tensor logits of the discriminator)
"""
alpha = 0.2
with tf.variable_scope("discriminator", reuse=reuse):
x = images
#x = tf.image.resize_images(x, (32,32))
#input: 28*28*3 output: 14*14*64
x1 = tf.layers.conv2d(x, filters=64, kernel_size=5, strides=2, padding='same')
#leaky RELU
x1 = tf.maximum(x1*alpha, x1)
#input: 14*14*64 output: 7*7*128
x2 = tf.layers.conv2d(x1, filters=128, kernel_size=5, strides=2, padding='same')
x2 = tf.layers.batch_normalization(x2, training=True)
#leaky RELU
x2 = tf.maximum(x2*alpha, x2)
#input: 7*7*128 output: 4*4*256
x3 = tf.layers.conv2d(x2, filters=256, kernel_size=5, strides=2, padding='same')
x3 = tf.layers.batch_normalization(x3, training=True)
#leaky RELU
x3 = tf.maximum(x3*alpha, x3)
# Flatten it
flat = tf.reshape(x3, (-1, 4*4*256))
logits = tf.layers.dense(flat, 1)
output = tf.sigmoid(logits)
return output, logits
"""
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"""
tests.test_discriminator(discriminator, tf)
Tests Passed
Implement generator to generate an image using z. This function should be able to reuse the variables in the neural network. Use tf.variable_scope with a scope name of "generator" to allow the variables to be reused. The function should return the generated 28 x 28 x out_channel_dim images.
def generator(z, out_channel_dim, is_train=True):
"""
Create the generator network
:param z: Input z
:param out_channel_dim: The number of channels in the output image
:param is_train: Boolean if generator is being used for training
:return: The tensor output of the generator
"""
alpha = 0.2
with tf.variable_scope("generator", reuse=not is_train):
# First fully connected layer
x1 = tf.layers.dense(z, 2*2*512)
# Reshape it to start the convolutional stack
#output: 2x2x512
x1 = tf.reshape(x1, (-1, 2, 2, 512))
x1 = tf.layers.batch_normalization(x1, training=is_train)
x1 = tf.maximum(alpha * x1, x1)
#input: 2x2x512 #output: 7x7x256
x2 = tf.layers.conv2d_transpose(x1, filters=256, kernel_size=5, strides=2, padding='valid')
x2 = tf.layers.batch_normalization(x2, training=is_train)
x2 = tf.maximum(alpha * x2, x2)
#input: 7x7x256 #output: 14x14x128
x3 = tf.layers.conv2d_transpose(x2, filters=128, kernel_size=5, strides=2, padding='same')
x3 = tf.layers.batch_normalization(x3, training=is_train)
x3 = tf.maximum(alpha * x3, x3)
# Output layer
logits = tf.layers.conv2d_transpose(x3, filters=out_channel_dim, kernel_size=5, strides=2, padding='same')
output = tf.tanh(logits)
return output
"""
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"""
tests.test_generator(generator, tf)
Tests Passed
Implement model_loss to build the GANs for training and calculate the loss. The function should return a tuple of (discriminator loss, generator loss). Use the following functions you implemented:
discriminator(images, reuse=False)generator(z, out_channel_dim, is_train=True)def model_loss(input_real, input_z, out_channel_dim):
"""
Get the loss for the discriminator and generator
:param input_real: Images from the real dataset
:param input_z: Z input
:param out_channel_dim: The number of channels in the output image
:return: A tuple of (discriminator loss, generator loss)
"""
# TODO: Implement Function
g_model = generator(input_z, out_channel_dim, is_train=True)
d_model_real_out, d_model_real_logits = discriminator(input_real, reuse=False)
d_model_fake_out, d_model_fake_logits = discriminator(g_model, reuse=True)
d_loss_real = tf.reduce_mean(tf.nn.sigmoid_cross_entropy_with_logits(logits=d_model_real_logits, labels=tf.ones_like(d_model_real_out)))
d_loss_fake = tf.reduce_mean(tf.nn.sigmoid_cross_entropy_with_logits(logits=d_model_fake_logits, labels=tf.zeros_like(d_model_fake_out)))
d_loss = d_loss_real+d_loss_fake
g_loss= tf.reduce_mean(tf.nn.sigmoid_cross_entropy_with_logits(logits=d_model_fake_logits, labels=tf.ones_like(d_model_fake_out)))
return d_loss, g_loss
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_loss(model_loss)
Tests Passed
Implement model_opt to create the optimization operations for the GANs. Use tf.trainable_variables to get all the trainable variables. Filter the variables with names that are in the discriminator and generator scope names. The function should return a tuple of (discriminator training operation, generator training operation).
def model_opt(d_loss, g_loss, learning_rate, beta1):
"""
Get optimization operations
:param d_loss: Discriminator loss Tensor
:param g_loss: Generator loss Tensor
:param learning_rate: Learning Rate Placeholder
:param beta1: The exponential decay rate for the 1st moment in the optimizer
:return: A tuple of (discriminator training operation, generator training operation)
"""
t_vars = tf.trainable_variables()
d_vars = [var for var in t_vars if var.name.startswith('discriminator')]
g_vars = [var for var in t_vars if var.name.startswith('generator')]
# Optimize
d_train_opt = tf.train.AdamOptimizer(learning_rate=learning_rate, beta1=beta1).minimize(d_loss, var_list=d_vars)
operations = tf.get_collection(tf.GraphKeys.UPDATE_OPS)
g_update = [opt for opt in operations if opt.name.startswith('generator')]
with tf.control_dependencies(g_update):
g_train_opt = tf.train.AdamOptimizer(learning_rate=learning_rate, beta1=beta1).minimize(g_loss, var_list=g_vars)
return d_train_opt, g_train_opt
"""
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"""
tests.test_model_opt(model_opt, tf)
Tests Passed
"""
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"""
import numpy as np
def show_generator_output(sess, n_images, input_z, out_channel_dim, image_mode):
"""
Show example output for the generator
:param sess: TensorFlow session
:param n_images: Number of Images to display
:param input_z: Input Z Tensor
:param out_channel_dim: The number of channels in the output image
:param image_mode: The mode to use for images ("RGB" or "L")
"""
cmap = None if image_mode == 'RGB' else 'gray'
z_dim = input_z.get_shape().as_list()[-1]
example_z = np.random.uniform(-1, 1, size=[n_images, z_dim])
samples = sess.run(
generator(input_z, out_channel_dim, False),
feed_dict={input_z: example_z})
images_grid = helper.images_square_grid(samples, image_mode)
pyplot.imshow(images_grid, cmap=cmap)
pyplot.show()
Implement train to build and train the GANs. Use the following functions you implemented:
model_inputs(image_width, image_height, image_channels, z_dim)model_loss(input_real, input_z, out_channel_dim)model_opt(d_loss, g_loss, learning_rate, beta1)Use the show_generator_output to show generator output while you train. Running show_generator_output for every batch will drastically increase training time and increase the size of the notebook. It's recommended to print the generator output every 100 batches.
def train(epoch_count, batch_size, z_dim, learning_rate, beta1, get_batches, data_shape, data_image_mode):
"""
Train the GAN
:param epoch_count: Number of epochs
:param batch_size: Batch Size
:param z_dim: Z dimension
:param learning_rate: Learning Rate
:param beta1: The exponential decay rate for the 1st moment in the optimizer
:param get_batches: Function to get batches
:param data_shape: Shape of the data
:param data_image_mode: The image mode to use for images ("RGB" or "L")
"""
# TODO: Build Model
if(data_image_mode == 'RGB'):
image_channels = 3
else:
image_channels = 1
input_real, input_z, lr = model_inputs(data_shape[1], data_shape[2], image_channels, z_dim)
d_loss, g_loss = model_loss(input_real, input_z, image_channels)
d_train_opt, g_train_opt = model_opt(d_loss, g_loss, learning_rate, beta1)
losses = []
show_output = 100
no_images = 25
count = 0
with tf.Session() as sess:
sess.run(tf.global_variables_initializer())
for epoch_i in range(epoch_count):
for batch_images in get_batches(batch_size):
count +=1
batch_images = batch_images*2
# Sample random noise for G
batch_z = np.random.uniform(-1, 1, size=(batch_size, z_dim))
_ = sess.run(d_train_opt, feed_dict={input_real: batch_images, input_z: batch_z, lr: learning_rate})
_ = sess.run(g_train_opt, feed_dict={input_z: batch_z, lr: learning_rate})
# At the end of each epoch, get the losses and print them out
#train_loss_d = sess.run(d_loss, {input_z: batch_z, input_real: batch_images})
#train_loss_g = sess.run(g_loss, {input_z: batch_z})
train_loss_d = d_loss.eval({input_z: batch_z, input_real: batch_images})
train_loss_g = g_loss.eval({input_z: batch_z})
print("Epoch {}/{}...".format(epoch_i+1, epoch_count),
"Discriminator Loss: {:.4f}...".format(train_loss_d),
"Generator Loss: {:.4f}".format(train_loss_g))
losses.append((train_loss_d, train_loss_g))
if count == show_output:
show_generator_output(sess, no_images, input_z, image_channels, data_image_mode)
count = 0
print("Output after epoch: {}".format(epoch_i+1))
show_generator_output(sess, no_images, input_z, image_channels, data_image_mode)
Test your GANs architecture on MNIST. After 2 epochs, the GANs should be able to generate images that look like handwritten digits. Make sure the loss of the generator is lower than the loss of the discriminator or close to 0.
batch_size = 64
z_dim = 100
learning_rate = 0.002
beta1 = 0.5
"""
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"""
epochs = 2
mnist_dataset = helper.Dataset('mnist', glob(os.path.join(data_dir, 'mnist/*.jpg')))
with tf.Graph().as_default():
train(epochs, batch_size, z_dim, learning_rate, beta1, mnist_dataset.get_batches,
mnist_dataset.shape, mnist_dataset.image_mode)
Epoch 1/2... Discriminator Loss: 29.9396... Generator Loss: 0.0000 Epoch 1/2... Discriminator Loss: 2.5876... Generator Loss: 0.0924 Epoch 1/2... Discriminator Loss: 10.7467... Generator Loss: 20.6127 Epoch 1/2... Discriminator Loss: 2.1144... Generator Loss: 3.5709 Epoch 1/2... Discriminator Loss: 6.3793... Generator Loss: 0.0018 Epoch 1/2... Discriminator Loss: 0.0064... Generator Loss: 6.0267 Epoch 1/2... Discriminator Loss: 0.3741... Generator Loss: 1.5853 Epoch 1/2... Discriminator Loss: 7.7061... Generator Loss: 0.0026 Epoch 1/2... Discriminator Loss: 1.4867... Generator Loss: 4.8189 Epoch 1/2... Discriminator Loss: 1.1587... Generator Loss: 0.9198 Epoch 1/2... Discriminator Loss: 0.4764... Generator Loss: 1.3686 Epoch 1/2... Discriminator Loss: 1.1213... Generator Loss: 0.8540 Epoch 1/2... Discriminator Loss: 1.6600... Generator Loss: 0.7947 Epoch 1/2... Discriminator Loss: 1.2924... Generator Loss: 2.1478 Epoch 1/2... Discriminator Loss: 2.1263... Generator Loss: 0.6261 Epoch 1/2... Discriminator Loss: 0.6437... Generator Loss: 5.6618 Epoch 1/2... Discriminator Loss: 1.0134... Generator Loss: 0.8098 Epoch 1/2... Discriminator Loss: 0.1303... Generator Loss: 4.1444 Epoch 1/2... Discriminator Loss: 0.2608... Generator Loss: 2.8482 Epoch 1/2... Discriminator Loss: 0.7383... Generator Loss: 1.6925 Epoch 1/2... Discriminator Loss: 0.3609... Generator Loss: 3.6984 Epoch 1/2... Discriminator Loss: 0.4161... Generator Loss: 3.1741 Epoch 1/2... Discriminator Loss: 0.9185... Generator Loss: 1.4934 Epoch 1/2... Discriminator Loss: 0.3941... Generator Loss: 5.9865 Epoch 1/2... Discriminator Loss: 0.9328... Generator Loss: 2.5565 Epoch 1/2... Discriminator Loss: 1.6468... Generator Loss: 1.9258 Epoch 1/2... Discriminator Loss: 4.8894... Generator Loss: 9.4987 Epoch 1/2... Discriminator Loss: 3.5456... Generator Loss: 0.1987 Epoch 1/2... Discriminator Loss: 0.7675... Generator Loss: 3.2269 Epoch 1/2... Discriminator Loss: 0.4978... Generator Loss: 3.4056 Epoch 1/2... Discriminator Loss: 0.9475... Generator Loss: 1.1997 Epoch 1/2... Discriminator Loss: 0.5681... Generator Loss: 1.9696 Epoch 1/2... Discriminator Loss: 0.6527... Generator Loss: 1.6418 Epoch 1/2... Discriminator Loss: 0.5647... Generator Loss: 1.3510 Epoch 1/2... Discriminator Loss: 0.9195... Generator Loss: 0.8726 Epoch 1/2... Discriminator Loss: 0.9738... Generator Loss: 2.2078 Epoch 1/2... Discriminator Loss: 2.1226... Generator Loss: 0.1900 Epoch 1/2... Discriminator Loss: 3.4902... Generator Loss: 6.9203 Epoch 1/2... Discriminator Loss: 1.1118... Generator Loss: 0.8776 Epoch 1/2... Discriminator Loss: 0.3373... Generator Loss: 2.1714 Epoch 1/2... Discriminator Loss: 0.3337... Generator Loss: 2.1571 Epoch 1/2... Discriminator Loss: 0.7501... Generator Loss: 1.3411 Epoch 1/2... Discriminator Loss: 0.4942... Generator Loss: 3.0598 Epoch 1/2... Discriminator Loss: 0.6121... Generator Loss: 1.6319 Epoch 1/2... Discriminator Loss: 0.6082... Generator Loss: 3.9425 Epoch 1/2... Discriminator Loss: 2.7919... Generator Loss: 0.0959 Epoch 1/2... Discriminator Loss: 4.3866... Generator Loss: 12.9427 Epoch 1/2... Discriminator Loss: 0.7467... Generator Loss: 4.3309 Epoch 1/2... Discriminator Loss: 4.3261... Generator Loss: 0.0366 Epoch 1/2... Discriminator Loss: 0.9159... Generator Loss: 2.7991 Epoch 1/2... Discriminator Loss: 0.7593... Generator Loss: 1.8897 Epoch 1/2... Discriminator Loss: 1.2302... Generator Loss: 0.4275 Epoch 1/2... Discriminator Loss: 0.6496... Generator Loss: 4.0910 Epoch 1/2... Discriminator Loss: 0.4743... Generator Loss: 2.1831 Epoch 1/2... Discriminator Loss: 0.6632... Generator Loss: 1.3320 Epoch 1/2... Discriminator Loss: 0.5717... Generator Loss: 2.1368 Epoch 1/2... Discriminator Loss: 0.5401... Generator Loss: 1.4754 Epoch 1/2... Discriminator Loss: 0.3081... Generator Loss: 2.8851 Epoch 1/2... Discriminator Loss: 0.2715... Generator Loss: 2.2023 Epoch 1/2... Discriminator Loss: 0.2852... Generator Loss: 1.7177 Epoch 1/2... Discriminator Loss: 0.1862... Generator Loss: 2.5849 Epoch 1/2... Discriminator Loss: 0.2754... Generator Loss: 1.9943 Epoch 1/2... Discriminator Loss: 0.2530... Generator Loss: 2.1655 Epoch 1/2... Discriminator Loss: 0.2169... Generator Loss: 2.5674 Epoch 1/2... Discriminator Loss: 0.2455... Generator Loss: 1.9903 Epoch 1/2... Discriminator Loss: 2.3490... Generator Loss: 0.1306 Epoch 1/2... Discriminator Loss: 8.0699... Generator Loss: 12.9572 Epoch 1/2... Discriminator Loss: 3.1279... Generator Loss: 7.4250 Epoch 1/2... Discriminator Loss: 2.4332... Generator Loss: 0.2879 Epoch 1/2... Discriminator Loss: 0.3552... Generator Loss: 4.6962 Epoch 1/2... Discriminator Loss: 0.2857... Generator Loss: 4.9161 Epoch 1/2... Discriminator Loss: 0.2052... Generator Loss: 2.6319 Epoch 1/2... Discriminator Loss: 0.2951... Generator Loss: 1.6580 Epoch 1/2... Discriminator Loss: 0.2080... Generator Loss: 2.3872 Epoch 1/2... Discriminator Loss: 0.1041... Generator Loss: 3.1813 Epoch 1/2... Discriminator Loss: 0.1475... Generator Loss: 2.8316 Epoch 1/2... Discriminator Loss: 0.2492... Generator Loss: 1.9439 Epoch 1/2... Discriminator Loss: 0.3048... Generator Loss: 1.8379 Epoch 1/2... Discriminator Loss: 0.2091... Generator Loss: 3.3520 Epoch 1/2... Discriminator Loss: 0.1729... Generator Loss: 2.9170 Epoch 1/2... Discriminator Loss: 0.6199... Generator Loss: 1.1356 Epoch 1/2... Discriminator Loss: 0.2893... Generator Loss: 8.0910 Epoch 1/2... Discriminator Loss: 0.0766... Generator Loss: 7.2521 Epoch 1/2... Discriminator Loss: 0.1383... Generator Loss: 2.8192 Epoch 1/2... Discriminator Loss: 2.4923... Generator Loss: 0.1136 Epoch 1/2... Discriminator Loss: 3.7208... Generator Loss: 15.2017 Epoch 1/2... Discriminator Loss: 0.1355... Generator Loss: 10.5674 Epoch 1/2... Discriminator Loss: 0.0493... Generator Loss: 5.5962 Epoch 1/2... Discriminator Loss: 0.3518... Generator Loss: 2.2049 Epoch 1/2... Discriminator Loss: 0.3987... Generator Loss: 2.1210 Epoch 1/2... Discriminator Loss: 0.2443... Generator Loss: 3.4654 Epoch 1/2... Discriminator Loss: 0.2103... Generator Loss: 2.8287 Epoch 1/2... Discriminator Loss: 0.5393... Generator Loss: 1.5740 Epoch 1/2... Discriminator Loss: 1.0402... Generator Loss: 7.8812 Epoch 1/2... Discriminator Loss: 0.2695... Generator Loss: 4.3739 Epoch 1/2... Discriminator Loss: 2.5108... Generator Loss: 0.2746 Epoch 1/2... Discriminator Loss: 2.7658... Generator Loss: 11.7817 Epoch 1/2... Discriminator Loss: 0.6186... Generator Loss: 7.8302 Epoch 1/2... Discriminator Loss: 0.4680... Generator Loss: 2.1103 Epoch 1/2... Discriminator Loss: 1.2203... Generator Loss: 0.6805
Epoch 1/2... Discriminator Loss: 0.3254... Generator Loss: 2.6991 Epoch 1/2... Discriminator Loss: 0.4645... Generator Loss: 2.6727 Epoch 1/2... Discriminator Loss: 0.5548... Generator Loss: 1.7058 Epoch 1/2... Discriminator Loss: 0.4902... Generator Loss: 2.4235 Epoch 1/2... Discriminator Loss: 0.3474... Generator Loss: 1.9157 Epoch 1/2... Discriminator Loss: 0.2709... Generator Loss: 2.2266 Epoch 1/2... Discriminator Loss: 0.2457... Generator Loss: 2.7213 Epoch 1/2... Discriminator Loss: 0.3383... Generator Loss: 1.9899 Epoch 1/2... Discriminator Loss: 0.3418... Generator Loss: 3.0711 Epoch 1/2... Discriminator Loss: 0.6353... Generator Loss: 1.0235 Epoch 1/2... Discriminator Loss: 1.3766... Generator Loss: 14.1688 Epoch 1/2... Discriminator Loss: 0.0146... Generator Loss: 9.7904 Epoch 1/2... Discriminator Loss: 0.0163... Generator Loss: 5.8434 Epoch 1/2... Discriminator Loss: 0.0754... Generator Loss: 3.3268 Epoch 1/2... Discriminator Loss: 0.1476... Generator Loss: 2.3306 Epoch 1/2... Discriminator Loss: 0.0675... Generator Loss: 3.0914 Epoch 1/2... Discriminator Loss: 0.1826... Generator Loss: 2.5227 Epoch 1/2... Discriminator Loss: 0.0957... Generator Loss: 3.5923 Epoch 1/2... Discriminator Loss: 0.6792... Generator Loss: 1.0566 Epoch 1/2... Discriminator Loss: 2.3170... Generator Loss: 11.8067 Epoch 1/2... Discriminator Loss: 1.3840... Generator Loss: 0.9037 Epoch 1/2... Discriminator Loss: 0.0511... Generator Loss: 4.2516 Epoch 1/2... Discriminator Loss: 0.1633... Generator Loss: 2.9260 Epoch 1/2... Discriminator Loss: 0.2841... Generator Loss: 2.5465 Epoch 1/2... Discriminator Loss: 0.3496... Generator Loss: 2.3239 Epoch 1/2... Discriminator Loss: 0.3795... Generator Loss: 2.8129 Epoch 1/2... Discriminator Loss: 0.2534... Generator Loss: 2.5641 Epoch 1/2... Discriminator Loss: 0.3394... Generator Loss: 1.8540 Epoch 1/2... Discriminator Loss: 0.2240... Generator Loss: 3.5235 Epoch 1/2... Discriminator Loss: 0.3914... 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Generator Loss: 1.9364 Epoch 1/2... Discriminator Loss: 0.6016... Generator Loss: 1.1503 Epoch 1/2... Discriminator Loss: 1.0392... Generator Loss: 3.8739 Epoch 1/2... Discriminator Loss: 3.1233... Generator Loss: 0.0709 Epoch 1/2... Discriminator Loss: 4.1142... Generator Loss: 8.8941 Epoch 1/2... Discriminator Loss: 1.0917... Generator Loss: 3.5975 Epoch 1/2... Discriminator Loss: 1.8827... Generator Loss: 0.2649 Epoch 1/2... Discriminator Loss: 0.4088... Generator Loss: 5.4759 Epoch 1/2... Discriminator Loss: 0.3940... Generator Loss: 6.2263 Epoch 1/2... Discriminator Loss: 0.2226... Generator Loss: 3.9508 Epoch 1/2... Discriminator Loss: 0.7094... Generator Loss: 1.2491 Epoch 1/2... Discriminator Loss: 0.4056... Generator Loss: 4.6867 Epoch 1/2... Discriminator Loss: 0.3705... Generator Loss: 3.3295 Epoch 1/2... Discriminator Loss: 1.0345... Generator Loss: 1.1488 Epoch 1/2... Discriminator Loss: 0.9390... Generator Loss: 6.9891 Epoch 1/2... Discriminator Loss: 0.2348... Generator Loss: 3.2083 Epoch 1/2... Discriminator Loss: 1.1334... Generator Loss: 0.5180 Epoch 1/2... Discriminator Loss: 0.7550... Generator Loss: 6.0641 Epoch 1/2... Discriminator Loss: 0.3028... Generator Loss: 3.4870 Epoch 1/2... Discriminator Loss: 0.8566... Generator Loss: 0.8012 Epoch 1/2... Discriminator Loss: 0.3860... Generator Loss: 3.9309 Epoch 1/2... Discriminator Loss: 0.2926... Generator Loss: 3.5353 Epoch 1/2... Discriminator Loss: 0.3788... Generator Loss: 1.9002 Epoch 1/2... Discriminator Loss: 0.3369... Generator Loss: 2.1975 Epoch 1/2... Discriminator Loss: 0.4453... Generator Loss: 2.2178 Epoch 1/2... Discriminator Loss: 0.7827... Generator Loss: 0.8127 Epoch 1/2... Discriminator Loss: 0.8312... Generator Loss: 5.3978 Epoch 1/2... Discriminator Loss: 0.4725... Generator Loss: 1.7732 Epoch 1/2... Discriminator Loss: 0.3758... Generator Loss: 1.9223 Epoch 1/2... Discriminator Loss: 0.3869... Generator Loss: 2.8656 Epoch 1/2... Discriminator Loss: 0.8798... 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Epoch 1/2... Discriminator Loss: 0.5900... Generator Loss: 1.6094 Epoch 1/2... Discriminator Loss: 0.7339... Generator Loss: 4.2418 Epoch 1/2... Discriminator Loss: 0.7304... Generator Loss: 0.9914 Epoch 1/2... Discriminator Loss: 0.3241... Generator Loss: 4.8486 Epoch 1/2... Discriminator Loss: 0.2046... Generator Loss: 2.3587 Epoch 1/2... Discriminator Loss: 0.3162... Generator Loss: 1.6766 Epoch 1/2... Discriminator Loss: 0.1644... Generator Loss: 4.5115 Epoch 1/2... Discriminator Loss: 0.1067... Generator Loss: 4.5971 Epoch 1/2... Discriminator Loss: 0.1487... Generator Loss: 2.7725 Epoch 1/2... Discriminator Loss: 0.3611... Generator Loss: 1.7615 Epoch 1/2... Discriminator Loss: 0.2001... Generator Loss: 4.7020 Epoch 1/2... Discriminator Loss: 0.2235... Generator Loss: 2.5880 Epoch 1/2... Discriminator Loss: 0.9511... Generator Loss: 0.7529 Epoch 1/2... Discriminator Loss: 2.0977... Generator Loss: 9.8482 Epoch 1/2... Discriminator Loss: 0.0813... 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Epoch 1/2... Discriminator Loss: 0.9871... Generator Loss: 1.6165 Epoch 1/2... Discriminator Loss: 1.3698... Generator Loss: 0.6491 Epoch 1/2... Discriminator Loss: 1.5790... Generator Loss: 5.6754 Epoch 1/2... Discriminator Loss: 0.8682... Generator Loss: 1.7797 Epoch 1/2... Discriminator Loss: 0.4957... Generator Loss: 1.8191 Epoch 1/2... Discriminator Loss: 0.3883... Generator Loss: 3.0464 Epoch 1/2... Discriminator Loss: 0.3628... Generator Loss: 2.9399 Epoch 1/2... Discriminator Loss: 0.6203... Generator Loss: 1.6695 Epoch 1/2... Discriminator Loss: 0.3744... Generator Loss: 2.3651 Epoch 1/2... Discriminator Loss: 0.4375... Generator Loss: 1.9280 Epoch 1/2... Discriminator Loss: 1.0242... Generator Loss: 1.0386 Epoch 1/2... Discriminator Loss: 1.9654... Generator Loss: 0.5371 Epoch 1/2... Discriminator Loss: 2.0567... Generator Loss: 4.4950 Epoch 1/2... Discriminator Loss: 1.7392... Generator Loss: 0.5078 Epoch 1/2... Discriminator Loss: 1.0687... 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Epoch 1/2... Discriminator Loss: 0.8784... Generator Loss: 1.0399 Epoch 1/2... Discriminator Loss: 0.5799... Generator Loss: 4.5077 Epoch 1/2... Discriminator Loss: 0.3364... Generator Loss: 3.2252 Epoch 1/2... Discriminator Loss: 0.7379... Generator Loss: 1.6153 Epoch 1/2... Discriminator Loss: 0.7562... Generator Loss: 3.4577 Epoch 1/2... Discriminator Loss: 0.6853... Generator Loss: 1.3018 Epoch 1/2... Discriminator Loss: 0.4775... Generator Loss: 2.1305 Epoch 1/2... Discriminator Loss: 0.5048... Generator Loss: 2.9902 Epoch 1/2... Discriminator Loss: 1.8533... Generator Loss: 0.3491 Epoch 1/2... Discriminator Loss: 1.6619... Generator Loss: 6.3422 Epoch 1/2... Discriminator Loss: 1.0749... Generator Loss: 1.2410 Epoch 1/2... Discriminator Loss: 0.8764... Generator Loss: 1.1207 Epoch 1/2... Discriminator Loss: 0.8448... Generator Loss: 2.4473 Epoch 1/2... Discriminator Loss: 1.1984... Generator Loss: 0.8314 Epoch 1/2... Discriminator Loss: 0.8071... 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Generator Loss: 4.5540 Epoch 1/2... Discriminator Loss: 0.8317... Generator Loss: 0.9621 Epoch 1/2... Discriminator Loss: 0.3328... Generator Loss: 2.2326 Epoch 1/2... Discriminator Loss: 0.5084... Generator Loss: 2.6375 Epoch 1/2... Discriminator Loss: 0.6293... Generator Loss: 1.6928 Epoch 1/2... Discriminator Loss: 0.4706... Generator Loss: 2.6272 Epoch 1/2... Discriminator Loss: 1.0711... Generator Loss: 0.9424 Epoch 1/2... Discriminator Loss: 1.0344... Generator Loss: 4.7384 Epoch 1/2... Discriminator Loss: 1.4291... Generator Loss: 0.5781 Epoch 1/2... Discriminator Loss: 1.1164... Generator Loss: 6.7267 Epoch 1/2... Discriminator Loss: 0.9304... Generator Loss: 1.4404 Epoch 1/2... Discriminator Loss: 0.6857... Generator Loss: 1.6501 Epoch 1/2... Discriminator Loss: 0.6776... Generator Loss: 3.2539 Epoch 1/2... Discriminator Loss: 1.5795... Generator Loss: 0.6383 Epoch 1/2... Discriminator Loss: 0.9815... Generator Loss: 2.5267 Epoch 1/2... Discriminator Loss: 0.5645... Generator Loss: 1.8573 Epoch 1/2... Discriminator Loss: 0.5984... Generator Loss: 1.4040 Epoch 1/2... Discriminator Loss: 0.5992... Generator Loss: 1.6572 Epoch 1/2... Discriminator Loss: 0.6364... Generator Loss: 2.1780 Epoch 1/2... Discriminator Loss: 0.5905... Generator Loss: 1.4728 Epoch 1/2... Discriminator Loss: 0.6917... Generator Loss: 1.4085 Epoch 1/2... Discriminator Loss: 0.5990... Generator Loss: 2.1817 Epoch 1/2... Discriminator Loss: 0.4646... Generator Loss: 1.9974 Epoch 1/2... Discriminator Loss: 0.5105... Generator Loss: 1.4911 Epoch 1/2... Discriminator Loss: 0.6393... Generator Loss: 1.2298 Epoch 1/2... Discriminator Loss: 0.7438... Generator Loss: 2.4570 Epoch 1/2... Discriminator Loss: 2.4387... Generator Loss: 0.2111 Epoch 1/2... Discriminator Loss: 0.6619... Generator Loss: 4.5843 Epoch 1/2... Discriminator Loss: 0.5911... Generator Loss: 3.6175 Epoch 1/2... Discriminator Loss: 0.5865... Generator Loss: 1.8818 Epoch 1/2... Discriminator Loss: 0.7978... Generator Loss: 1.2151 Epoch 1/2... Discriminator Loss: 0.8289... Generator Loss: 2.2578 Epoch 1/2... Discriminator Loss: 0.8408... Generator Loss: 1.2807 Epoch 1/2... Discriminator Loss: 0.8546... Generator Loss: 1.3692 Epoch 1/2... Discriminator Loss: 0.6050... Generator Loss: 2.6972 Epoch 1/2... Discriminator Loss: 1.1960... Generator Loss: 0.7232 Epoch 1/2... Discriminator Loss: 0.7099... Generator Loss: 2.9544 Epoch 1/2... Discriminator Loss: 1.0856... Generator Loss: 1.0599 Epoch 1/2... Discriminator Loss: 0.7666... Generator Loss: 2.1775 Epoch 1/2... Discriminator Loss: 0.5227... Generator Loss: 2.4006 Epoch 1/2... Discriminator Loss: 0.8042... Generator Loss: 1.1610 Epoch 1/2... Discriminator Loss: 0.4632... Generator Loss: 1.9489 Epoch 1/2... Discriminator Loss: 0.6599... Generator Loss: 2.8088 Epoch 1/2... Discriminator Loss: 0.7079... Generator Loss: 1.4160 Epoch 1/2... Discriminator Loss: 0.8818... Generator Loss: 1.2244 Epoch 1/2... Discriminator Loss: 0.5764... 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Epoch 1/2... Discriminator Loss: 0.6465... Generator Loss: 1.4915 Epoch 1/2... Discriminator Loss: 0.5984... Generator Loss: 1.7977 Epoch 1/2... Discriminator Loss: 0.4966... Generator Loss: 2.2979 Epoch 1/2... Discriminator Loss: 0.7725... Generator Loss: 1.1673 Epoch 1/2... Discriminator Loss: 0.5270... Generator Loss: 2.1010 Epoch 1/2... Discriminator Loss: 0.5284... Generator Loss: 1.6318 Epoch 1/2... Discriminator Loss: 0.4965... Generator Loss: 1.9929 Epoch 1/2... Discriminator Loss: 0.5077... Generator Loss: 1.6013 Epoch 1/2... Discriminator Loss: 0.6594... Generator Loss: 1.7116 Epoch 1/2... Discriminator Loss: 0.6877... Generator Loss: 2.4002 Epoch 1/2... Discriminator Loss: 0.9200... Generator Loss: 1.0154 Epoch 1/2... Discriminator Loss: 1.0790... Generator Loss: 2.6465 Epoch 1/2... Discriminator Loss: 1.4669... Generator Loss: 0.4848 Epoch 1/2... Discriminator Loss: 1.6412... Generator Loss: 4.6871 Epoch 1/2... Discriminator Loss: 1.1043... 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Generator Loss: 4.6645 Epoch 1/2... Discriminator Loss: 0.6818... Generator Loss: 1.4320 Epoch 1/2... Discriminator Loss: 0.8550... Generator Loss: 1.1142 Epoch 1/2... Discriminator Loss: 0.4494... Generator Loss: 2.8352 Epoch 1/2... Discriminator Loss: 0.6891... Generator Loss: 1.3747 Epoch 1/2... Discriminator Loss: 0.5962... Generator Loss: 1.9555 Epoch 1/2... Discriminator Loss: 0.6106... Generator Loss: 1.6918 Epoch 1/2... Discriminator Loss: 0.7950... Generator Loss: 1.0060 Epoch 1/2... Discriminator Loss: 0.6187... Generator Loss: 3.1349 Epoch 1/2... Discriminator Loss: 0.5945... Generator Loss: 1.5194 Epoch 1/2... Discriminator Loss: 0.5630... Generator Loss: 1.8774 Epoch 1/2... Discriminator Loss: 0.8030... Generator Loss: 1.0929 Epoch 1/2... Discriminator Loss: 0.5199... Generator Loss: 2.2489 Epoch 1/2... Discriminator Loss: 0.4195... Generator Loss: 1.9224 Epoch 1/2... Discriminator Loss: 0.4953... Generator Loss: 1.4994 Epoch 1/2... Discriminator Loss: 0.4986... Generator Loss: 2.3627 Epoch 1/2... Discriminator Loss: 0.6689... Generator Loss: 1.2888 Epoch 1/2... Discriminator Loss: 0.5737... Generator Loss: 2.1597 Epoch 1/2... Discriminator Loss: 0.9525... Generator Loss: 1.0641 Epoch 1/2... Discriminator Loss: 0.8803... Generator Loss: 1.3948 Epoch 1/2... Discriminator Loss: 0.5794... Generator Loss: 1.8829 Epoch 1/2... Discriminator Loss: 0.8963... Generator Loss: 0.9062 Epoch 1/2... Discriminator Loss: 0.7137... Generator Loss: 2.8711 Epoch 1/2... Discriminator Loss: 1.0646... Generator Loss: 0.9318 Epoch 1/2... Discriminator Loss: 0.9625... Generator Loss: 1.3461 Epoch 1/2... Discriminator Loss: 0.8575... Generator Loss: 2.9225 Epoch 1/2... Discriminator Loss: 2.3220... Generator Loss: 0.2017 Epoch 1/2... Discriminator Loss: 1.2704... Generator Loss: 4.2459 Epoch 1/2... Discriminator Loss: 1.3574... Generator Loss: 0.9987 Epoch 1/2... Discriminator Loss: 1.0265... Generator Loss: 1.3971 Epoch 1/2... Discriminator Loss: 0.9579... Generator Loss: 2.3527 Epoch 1/2... Discriminator Loss: 0.7980... Generator Loss: 1.0066 Epoch 1/2... Discriminator Loss: 0.5223... Generator Loss: 1.9430 Epoch 1/2... Discriminator Loss: 0.6573... Generator Loss: 1.4612 Epoch 1/2... Discriminator Loss: 0.6749... Generator Loss: 1.5147 Epoch 1/2... Discriminator Loss: 0.8657... Generator Loss: 1.3949 Epoch 1/2... Discriminator Loss: 2.4791... Generator Loss: 0.1870 Epoch 1/2... Discriminator Loss: 2.3726... Generator Loss: 3.2135 Epoch 1/2... Discriminator Loss: 1.3502... Generator Loss: 0.7134 Epoch 1/2... Discriminator Loss: 0.8257... Generator Loss: 1.4285 Epoch 1/2... Discriminator Loss: 0.8883... Generator Loss: 1.0934 Epoch 1/2... Discriminator Loss: 0.8168... Generator Loss: 1.4028 Epoch 1/2... Discriminator Loss: 0.8623... Generator Loss: 1.6657 Epoch 1/2... Discriminator Loss: 1.3623... Generator Loss: 0.4951 Epoch 1/2... Discriminator Loss: 0.9258... Generator Loss: 3.0179 Epoch 1/2... Discriminator Loss: 0.5949... Generator Loss: 1.2135 Epoch 1/2... Discriminator Loss: 0.5212... Generator Loss: 1.3326 Epoch 1/2... Discriminator Loss: 0.6277... Generator Loss: 2.1714 Epoch 1/2... Discriminator Loss: 0.7829... Generator Loss: 1.2096 Epoch 1/2... Discriminator Loss: 0.7677... Generator Loss: 1.5952 Epoch 1/2... Discriminator Loss: 0.9099... Generator Loss: 1.0634 Epoch 1/2... Discriminator Loss: 0.7450... Generator Loss: 1.6698 Epoch 1/2... Discriminator Loss: 0.8304... Generator Loss: 1.2562 Epoch 1/2... Discriminator Loss: 0.7576... Generator Loss: 1.7574 Epoch 1/2... Discriminator Loss: 1.1287... Generator Loss: 0.6260 Epoch 1/2... Discriminator Loss: 1.2767... Generator Loss: 3.2019 Epoch 1/2... Discriminator Loss: 1.8583... Generator Loss: 0.2937 Epoch 1/2... Discriminator Loss: 1.2982... Generator Loss: 3.5623 Epoch 1/2... Discriminator Loss: 0.5074... Generator Loss: 1.5835 Epoch 1/2... Discriminator Loss: 0.8254... Generator Loss: 0.9196 Epoch 1/2... Discriminator Loss: 0.6273... 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Epoch 1/2... Discriminator Loss: 1.1816... Generator Loss: 0.7418 Epoch 1/2... Discriminator Loss: 0.7755... Generator Loss: 2.8265 Epoch 1/2... Discriminator Loss: 0.6062... Generator Loss: 1.9274 Epoch 1/2... Discriminator Loss: 0.5293... Generator Loss: 1.5256 Epoch 1/2... Discriminator Loss: 0.4582... Generator Loss: 2.0891 Epoch 1/2... Discriminator Loss: 0.7244... Generator Loss: 1.1798 Epoch 1/2... Discriminator Loss: 0.6767... Generator Loss: 1.3790 Epoch 1/2... Discriminator Loss: 0.6540... Generator Loss: 1.5909 Epoch 1/2... Discriminator Loss: 0.8939... Generator Loss: 0.9348 Epoch 1/2... Discriminator Loss: 0.9031... Generator Loss: 1.8552 Epoch 1/2... Discriminator Loss: 1.2965... Generator Loss: 0.6900 Epoch 1/2... Discriminator Loss: 1.2336... Generator Loss: 3.7162 Epoch 1/2... Discriminator Loss: 1.8754... Generator Loss: 0.3802 Epoch 1/2... Discriminator Loss: 0.6487... Generator Loss: 3.1278 Epoch 1/2... Discriminator Loss: 0.8559... 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Epoch 1/2... Discriminator Loss: 0.9223... Generator Loss: 1.0354 Epoch 1/2... Discriminator Loss: 0.8625... Generator Loss: 1.1549 Epoch 1/2... Discriminator Loss: 0.8423... Generator Loss: 2.2179 Epoch 1/2... Discriminator Loss: 1.3567... Generator Loss: 0.4764 Epoch 1/2... Discriminator Loss: 1.1709... Generator Loss: 2.8982 Epoch 1/2... Discriminator Loss: 0.9674... Generator Loss: 0.8705 Epoch 1/2... Discriminator Loss: 0.6469... Generator Loss: 2.8644 Epoch 1/2... Discriminator Loss: 1.5882... Generator Loss: 0.4824 Epoch 1/2... Discriminator Loss: 0.5759... Generator Loss: 2.7718 Epoch 1/2... Discriminator Loss: 0.8191... Generator Loss: 1.5419 Epoch 1/2... Discriminator Loss: 0.8621... Generator Loss: 1.0405 Epoch 1/2... Discriminator Loss: 0.9290... Generator Loss: 1.8384 Epoch 1/2... Discriminator Loss: 1.0818... Generator Loss: 0.6328 Epoch 1/2... Discriminator Loss: 1.0718... Generator Loss: 2.1929 Epoch 1/2... Discriminator Loss: 1.6049... Generator Loss: 0.4261 Epoch 1/2... Discriminator Loss: 0.9978... Generator Loss: 2.1730 Epoch 1/2... Discriminator Loss: 0.8209... Generator Loss: 1.2737 Epoch 1/2... Discriminator Loss: 0.8231... Generator Loss: 1.1360 Epoch 1/2... Discriminator Loss: 0.8591... Generator Loss: 1.2654 Epoch 1/2... Discriminator Loss: 0.8207... Generator Loss: 1.0193 Epoch 1/2... Discriminator Loss: 0.6265... Generator Loss: 1.7470 Epoch 1/2... Discriminator Loss: 0.8258... Generator Loss: 1.0936 Epoch 1/2... Discriminator Loss: 0.6754... Generator Loss: 1.6103 Epoch 1/2... Discriminator Loss: 0.7186... Generator Loss: 1.2972 Epoch 1/2... Discriminator Loss: 0.7600... Generator Loss: 1.1063 Epoch 1/2... Discriminator Loss: 0.6527... Generator Loss: 1.7079 Epoch 1/2... Discriminator Loss: 1.0513... Generator Loss: 0.6251 Epoch 1/2... Discriminator Loss: 1.2802... Generator Loss: 3.0483 Epoch 1/2... Discriminator Loss: 1.4407... Generator Loss: 0.4111 Epoch 1/2... Discriminator Loss: 0.8615... Generator Loss: 2.3999 Epoch 1/2... Discriminator Loss: 0.8148... Generator Loss: 1.2454 Epoch 1/2... Discriminator Loss: 0.6140... Generator Loss: 1.4494 Epoch 1/2... Discriminator Loss: 0.5922... Generator Loss: 1.7712 Epoch 1/2... Discriminator Loss: 0.9047... Generator Loss: 0.8182 Epoch 1/2... Discriminator Loss: 1.2916... Generator Loss: 3.0748 Epoch 1/2... Discriminator Loss: 1.2416... Generator Loss: 0.6274 Epoch 1/2... Discriminator Loss: 0.9913... Generator Loss: 1.3647 Epoch 1/2... Discriminator Loss: 0.9298... Generator Loss: 1.0682 Epoch 1/2... Discriminator Loss: 0.8865... Generator Loss: 2.0461 Epoch 1/2... Discriminator Loss: 0.9642... Generator Loss: 0.7615 Epoch 1/2... Discriminator Loss: 0.6452... Generator Loss: 2.3031 Epoch 1/2... Discriminator Loss: 0.8262... Generator Loss: 0.8531 Epoch 1/2... Discriminator Loss: 0.5287... Generator Loss: 1.6864 Epoch 1/2... Discriminator Loss: 0.5601... Generator Loss: 1.7805 Epoch 1/2... Discriminator Loss: 1.5332... Generator Loss: 0.3637 Epoch 1/2... Discriminator Loss: 1.5787... Generator Loss: 3.9403 Epoch 1/2... Discriminator Loss: 1.4866... Generator Loss: 0.5521 Epoch 1/2... Discriminator Loss: 0.7558... Generator Loss: 2.2403 Epoch 1/2... Discriminator Loss: 1.0650... Generator Loss: 0.8352 Epoch 1/2... Discriminator Loss: 0.7486... Generator Loss: 1.4641 Epoch 1/2... Discriminator Loss: 0.8145... Generator Loss: 1.3251 Epoch 1/2... Discriminator Loss: 0.7415... Generator Loss: 1.5860 Epoch 1/2... Discriminator Loss: 1.0043... Generator Loss: 0.8392 Epoch 1/2... Discriminator Loss: 0.5735... Generator Loss: 2.2096 Epoch 1/2... Discriminator Loss: 0.7850... Generator Loss: 1.0456 Epoch 1/2... Discriminator Loss: 0.6753... Generator Loss: 1.4777 Epoch 1/2... Discriminator Loss: 0.5777... Generator Loss: 1.6514 Epoch 1/2... Discriminator Loss: 0.6408... Generator Loss: 1.2636 Epoch 1/2... Discriminator Loss: 0.6411... Generator Loss: 2.4822 Epoch 1/2... Discriminator Loss: 1.0046... Generator Loss: 0.6831 Epoch 1/2... Discriminator Loss: 0.6470... Generator Loss: 2.7208 Epoch 1/2... Discriminator Loss: 0.7690... Generator Loss: 1.1009 Epoch 1/2... Discriminator Loss: 1.1776... Generator Loss: 0.6152 Epoch 1/2... Discriminator Loss: 2.7844... Generator Loss: 5.0930 Epoch 1/2... Discriminator Loss: 1.3548... Generator Loss: 0.5271 Epoch 1/2... Discriminator Loss: 0.9261... Generator Loss: 1.4935 Epoch 1/2... Discriminator Loss: 1.0043... Generator Loss: 1.3386 Epoch 1/2... Discriminator Loss: 0.9678... Generator Loss: 0.7617 Epoch 1/2... Discriminator Loss: 1.0159... Generator Loss: 1.8125 Epoch 1/2... Discriminator Loss: 1.0805... Generator Loss: 0.6925 Epoch 1/2... Discriminator Loss: 1.0300... Generator Loss: 1.3447 Epoch 1/2... Discriminator Loss: 0.9653... Generator Loss: 0.9706 Epoch 1/2... Discriminator Loss: 0.9041... Generator Loss: 1.8361 Epoch 1/2... Discriminator Loss: 1.3972... Generator Loss: 0.5365 Epoch 1/2... Discriminator Loss: 0.8358... Generator Loss: 2.0923 Epoch 1/2... Discriminator Loss: 1.1359... Generator Loss: 0.6509 Epoch 1/2... Discriminator Loss: 0.9489... Generator Loss: 2.3702 Epoch 1/2... Discriminator Loss: 1.0917... Generator Loss: 0.6472 Epoch 1/2... Discriminator Loss: 0.8979... Generator Loss: 1.6073 Epoch 1/2... Discriminator Loss: 1.2123... Generator Loss: 0.6046 Epoch 1/2... Discriminator Loss: 0.9002... Generator Loss: 2.5711 Epoch 1/2... Discriminator Loss: 0.6013... Generator Loss: 1.4018 Epoch 1/2... Discriminator Loss: 1.0801... Generator Loss: 0.6911 Epoch 1/2... Discriminator Loss: 0.8702... Generator Loss: 2.2295 Epoch 1/2... Discriminator Loss: 0.9218... Generator Loss: 0.9089 Epoch 1/2... Discriminator Loss: 0.7941... Generator Loss: 1.2757 Epoch 1/2... Discriminator Loss: 1.0304... Generator Loss: 1.0302 Epoch 1/2... Discriminator Loss: 0.8944... Generator Loss: 0.9528 Epoch 1/2... Discriminator Loss: 0.8070... Generator Loss: 1.9301 Epoch 1/2... Discriminator Loss: 1.5805... Generator Loss: 0.4758 Epoch 1/2... Discriminator Loss: 1.1991... Generator Loss: 3.0569 Epoch 1/2... Discriminator Loss: 1.1858... Generator Loss: 0.5712 Epoch 1/2... Discriminator Loss: 1.0785... Generator Loss: 2.3337 Epoch 1/2... Discriminator Loss: 1.7927... Generator Loss: 0.2929 Epoch 1/2... Discriminator Loss: 1.2850... Generator Loss: 2.9769 Epoch 1/2... Discriminator Loss: 0.7372... Generator Loss: 1.0696 Epoch 1/2... Discriminator Loss: 0.9776... Generator Loss: 0.7800 Epoch 1/2... Discriminator Loss: 0.8007... Generator Loss: 2.1906 Epoch 1/2... Discriminator Loss: 0.9112... Generator Loss: 0.8504 Epoch 1/2... Discriminator Loss: 0.9107... Generator Loss: 1.6013
Epoch 1/2... Discriminator Loss: 0.9653... Generator Loss: 0.8254 Epoch 1/2... Discriminator Loss: 0.8630... Generator Loss: 1.2201 Epoch 1/2... Discriminator Loss: 0.8525... Generator Loss: 1.1168 Epoch 1/2... Discriminator Loss: 0.7384... Generator Loss: 1.4032 Epoch 1/2... Discriminator Loss: 1.3029... Generator Loss: 0.4882 Epoch 1/2... Discriminator Loss: 0.6542... Generator Loss: 2.6581 Epoch 1/2... Discriminator Loss: 1.1151... Generator Loss: 0.6232 Epoch 1/2... Discriminator Loss: 0.8472... Generator Loss: 1.0469 Epoch 1/2... Discriminator Loss: 0.7893... Generator Loss: 1.9974 Epoch 1/2... Discriminator Loss: 1.5927... Generator Loss: 0.4358 Epoch 1/2... Discriminator Loss: 1.0533... Generator Loss: 4.0051 Epoch 1/2... Discriminator Loss: 1.4786... Generator Loss: 0.5119 Epoch 1/2... Discriminator Loss: 0.9413... Generator Loss: 1.4111 Epoch 1/2... Discriminator Loss: 0.9051... Generator Loss: 1.4750 Epoch 1/2... Discriminator Loss: 0.9533... Generator Loss: 0.7686 Epoch 1/2... Discriminator Loss: 0.9360... Generator Loss: 2.1175 Epoch 1/2... Discriminator Loss: 2.0522... Generator Loss: 0.2008 Epoch 1/2... Discriminator Loss: 3.8822... Generator Loss: 6.3465 Epoch 1/2... Discriminator Loss: 1.7423... Generator Loss: 0.5361 Epoch 1/2... Discriminator Loss: 1.3972... Generator Loss: 1.4506 Epoch 1/2... Discriminator Loss: 1.5888... Generator Loss: 0.9161 Epoch 1/2... Discriminator Loss: 1.4326... Generator Loss: 0.6347 Epoch 1/2... Discriminator Loss: 1.1937... Generator Loss: 2.0737 Epoch 1/2... Discriminator Loss: 1.1005... Generator Loss: 0.7157 Epoch 1/2... Discriminator Loss: 0.6928... Generator Loss: 1.5381 Epoch 1/2... Discriminator Loss: 0.6956... Generator Loss: 1.4872 Epoch 1/2... Discriminator Loss: 0.7840... Generator Loss: 0.9382 Epoch 1/2... Discriminator Loss: 0.9009... Generator Loss: 1.0956 Epoch 1/2... Discriminator Loss: 0.8805... Generator Loss: 0.9640 Epoch 1/2... Discriminator Loss: 0.7039... Generator Loss: 1.3226 Epoch 1/2... Discriminator Loss: 0.9035... Generator Loss: 0.8221 Epoch 1/2... Discriminator Loss: 0.8127... Generator Loss: 1.5323 Epoch 1/2... Discriminator Loss: 0.9629... Generator Loss: 0.9450 Epoch 1/2... Discriminator Loss: 0.9721... Generator Loss: 1.0252 Epoch 1/2... Discriminator Loss: 0.7828... Generator Loss: 1.6436 Epoch 1/2... Discriminator Loss: 0.7636... Generator Loss: 1.0962 Epoch 1/2... Discriminator Loss: 0.7242... Generator Loss: 1.4298 Epoch 1/2... Discriminator Loss: 0.8088... Generator Loss: 1.1250 Epoch 1/2... Discriminator Loss: 0.7282... Generator Loss: 1.0680 Epoch 1/2... Discriminator Loss: 0.4392... Generator Loss: 2.4523 Epoch 1/2... Discriminator Loss: 2.5263... Generator Loss: 0.2022 Epoch 1/2... Discriminator Loss: 2.6304... Generator Loss: 5.0591 Epoch 1/2... Discriminator Loss: 1.1304... Generator Loss: 0.7094 Epoch 1/2... Discriminator Loss: 0.6786... Generator Loss: 1.2285 Epoch 1/2... Discriminator Loss: 0.7578... Generator Loss: 1.2712 Epoch 1/2... Discriminator Loss: 0.6512... Generator Loss: 1.5938 Epoch 1/2... Discriminator Loss: 0.9530... Generator Loss: 0.8290 Epoch 1/2... Discriminator Loss: 1.0415... Generator Loss: 0.8327 Epoch 1/2... Discriminator Loss: 0.6593... Generator Loss: 1.9306 Epoch 1/2... Discriminator Loss: 0.9281... Generator Loss: 0.8863 Epoch 1/2... Discriminator Loss: 0.8402... Generator Loss: 1.0573 Epoch 1/2... Discriminator Loss: 0.6461... Generator Loss: 1.8974 Epoch 1/2... Discriminator Loss: 0.6995... Generator Loss: 1.0912 Epoch 1/2... Discriminator Loss: 0.5287... Generator Loss: 1.7117 Epoch 1/2... Discriminator Loss: 0.7584... Generator Loss: 0.9277 Epoch 1/2... Discriminator Loss: 0.5797... Generator Loss: 1.3340 Epoch 1/2... Discriminator Loss: 0.6424... Generator Loss: 1.3912 Epoch 1/2... Discriminator Loss: 2.5835... Generator Loss: 0.1941 Epoch 1/2... Discriminator Loss: 2.1189... Generator Loss: 5.1698 Epoch 1/2... Discriminator Loss: 2.3356... Generator Loss: 0.3730 Epoch 1/2... Discriminator Loss: 0.7230... Generator Loss: 1.4510 Epoch 1/2... Discriminator Loss: 1.0899... Generator Loss: 2.0995 Epoch 1/2... Discriminator Loss: 1.5685... Generator Loss: 0.4512 Epoch 1/2... Discriminator Loss: 1.3354... Generator Loss: 1.2706 Epoch 1/2... Discriminator Loss: 1.1564... Generator Loss: 1.0946 Epoch 1/2... Discriminator Loss: 1.3080... Generator Loss: 0.6539 Epoch 1/2... Discriminator Loss: 1.0132... Generator Loss: 2.0075 Epoch 1/2... Discriminator Loss: 0.7457... Generator Loss: 1.3515 Epoch 1/2... Discriminator Loss: 1.4475... Generator Loss: 0.5273 Epoch 1/2... Discriminator Loss: 1.1699... Generator Loss: 1.4677 Epoch 1/2... Discriminator Loss: 0.9373... Generator Loss: 0.9103 Epoch 1/2... Discriminator Loss: 0.9491... Generator Loss: 1.9773 Epoch 1/2... Discriminator Loss: 1.1014... Generator Loss: 0.7281 Epoch 1/2... Discriminator Loss: 0.8683... Generator Loss: 1.6598 Epoch 1/2... Discriminator Loss: 0.7889... Generator Loss: 1.1943 Epoch 1/2... Discriminator Loss: 1.0103... Generator Loss: 0.7480 Epoch 1/2... Discriminator Loss: 0.8363... Generator Loss: 2.3683 Epoch 1/2... Discriminator Loss: 0.6512... Generator Loss: 1.1878 Epoch 1/2... Discriminator Loss: 0.8004... Generator Loss: 0.9914 Epoch 1/2... Discriminator Loss: 0.6835... Generator Loss: 1.8382 Epoch 1/2... Discriminator Loss: 0.8031... Generator Loss: 0.8569 Epoch 1/2... Discriminator Loss: 0.7569... Generator Loss: 1.5500 Epoch 1/2... Discriminator Loss: 1.0166... Generator Loss: 0.6469 Epoch 1/2... Discriminator Loss: 0.9161... Generator Loss: 1.3221 Epoch 1/2... Discriminator Loss: 1.0585... Generator Loss: 1.1637 Epoch 1/2... Discriminator Loss: 1.0560... Generator Loss: 0.8079 Epoch 1/2... Discriminator Loss: 0.8619... Generator Loss: 1.4561 Epoch 1/2... Discriminator Loss: 0.8376... Generator Loss: 1.1881 Epoch 1/2... Discriminator Loss: 0.7406... Generator Loss: 1.0739 Epoch 1/2... Discriminator Loss: 0.7330... Generator Loss: 1.1283 Epoch 1/2... Discriminator Loss: 0.7335... Generator Loss: 1.0260 Epoch 1/2... Discriminator Loss: 0.7067... Generator Loss: 1.2326 Epoch 1/2... Discriminator Loss: 0.7978... Generator Loss: 0.9344 Epoch 1/2... Discriminator Loss: 0.7410... Generator Loss: 1.4081 Epoch 1/2... Discriminator Loss: 0.7398... Generator Loss: 0.9408 Epoch 1/2... Discriminator Loss: 0.7002... Generator Loss: 1.6063 Epoch 1/2... Discriminator Loss: 1.2575... Generator Loss: 0.5408 Epoch 1/2... Discriminator Loss: 0.7472... Generator Loss: 1.9495 Epoch 1/2... Discriminator Loss: 0.9299... Generator Loss: 0.8362 Epoch 1/2... Discriminator Loss: 0.7818... Generator Loss: 1.1236
Epoch 1/2... Discriminator Loss: 0.8413... Generator Loss: 1.1118 Epoch 1/2... Discriminator Loss: 0.7878... Generator Loss: 0.9885 Epoch 1/2... Discriminator Loss: 0.8105... Generator Loss: 1.7585 Epoch 1/2... Discriminator Loss: 0.9134... Generator Loss: 0.7779 Epoch 1/2... Discriminator Loss: 1.2577... Generator Loss: 2.4017 Epoch 1/2... Discriminator Loss: 1.8457... Generator Loss: 0.2498 Epoch 1/2... Discriminator Loss: 2.8795... Generator Loss: 4.1917 Epoch 1/2... Discriminator Loss: 1.4097... Generator Loss: 0.5177 Epoch 1/2... Discriminator Loss: 1.1407... Generator Loss: 0.7416 Epoch 1/2... Discriminator Loss: 1.4232... Generator Loss: 1.6307 Epoch 1/2... Discriminator Loss: 1.1550... Generator Loss: 0.5938 Epoch 1/2... Discriminator Loss: 1.0881... Generator Loss: 0.8448 Epoch 1/2... Discriminator Loss: 0.9207... Generator Loss: 1.1504 Epoch 1/2... Discriminator Loss: 0.9236... Generator Loss: 1.0014 Epoch 1/2... Discriminator Loss: 0.9677... Generator Loss: 0.8123 Epoch 1/2... Discriminator Loss: 0.9304... Generator Loss: 1.6468 Epoch 1/2... Discriminator Loss: 1.8061... Generator Loss: 0.2864 Epoch 1/2... Discriminator Loss: 1.0887... Generator Loss: 3.7359 Epoch 1/2... Discriminator Loss: 0.7552... Generator Loss: 1.0496 Epoch 1/2... Discriminator Loss: 0.8351... Generator Loss: 0.9138 Epoch 1/2... Discriminator Loss: 0.9004... Generator Loss: 1.8987 Epoch 1/2... Discriminator Loss: 1.2297... Generator Loss: 0.5431 Epoch 1/2... Discriminator Loss: 0.6671... Generator Loss: 1.5727 Epoch 1/2... Discriminator Loss: 0.7074... Generator Loss: 1.5603 Epoch 1/2... Discriminator Loss: 0.8883... Generator Loss: 0.7951 Epoch 1/2... Discriminator Loss: 0.7515... Generator Loss: 1.2558 Epoch 1/2... Discriminator Loss: 0.8041... Generator Loss: 1.1608 Epoch 1/2... Discriminator Loss: 0.9070... Generator Loss: 0.9126 Epoch 1/2... Discriminator Loss: 0.9421... Generator Loss: 0.7958 Epoch 1/2... Discriminator Loss: 0.8351... Generator Loss: 1.2152 Epoch 1/2... Discriminator Loss: 0.7195... Generator Loss: 1.3319 Epoch 1/2... Discriminator Loss: 0.9593... Generator Loss: 0.7476 Epoch 1/2... Discriminator Loss: 0.7738... Generator Loss: 1.8888 Epoch 1/2... Discriminator Loss: 0.8943... Generator Loss: 0.7695 Epoch 1/2... Discriminator Loss: 0.5622... Generator Loss: 1.8419 Epoch 1/2... Discriminator Loss: 1.0167... Generator Loss: 0.6802 Epoch 1/2... Discriminator Loss: 0.5401... Generator Loss: 2.0828 Output after epoch: 1
Epoch 2/2... Discriminator Loss: 1.1162... Generator Loss: 0.5664 Epoch 2/2... Discriminator Loss: 0.9882... Generator Loss: 2.1486 Epoch 2/2... Discriminator Loss: 1.5807... Generator Loss: 0.3176 Epoch 2/2... Discriminator Loss: 1.4069... Generator Loss: 2.8898 Epoch 2/2... Discriminator Loss: 1.3093... Generator Loss: 0.6175 Epoch 2/2... Discriminator Loss: 1.0070... Generator Loss: 1.0746 Epoch 2/2... Discriminator Loss: 0.8051... Generator Loss: 1.1460 Epoch 2/2... Discriminator Loss: 1.1262... Generator Loss: 0.6974 Epoch 2/2... Discriminator Loss: 1.3124... Generator Loss: 0.4708 Epoch 2/2... Discriminator Loss: 2.1548... Generator Loss: 3.4291 Epoch 2/2... Discriminator Loss: 1.8436... Generator Loss: 0.2392 Epoch 2/2... Discriminator Loss: 0.8200... Generator Loss: 1.2133 Epoch 2/2... Discriminator Loss: 0.6405... Generator Loss: 2.1115 Epoch 2/2... Discriminator Loss: 1.0036... Generator Loss: 0.6852 Epoch 2/2... Discriminator Loss: 0.9022... Generator Loss: 0.9871 Epoch 2/2... Discriminator Loss: 0.7279... Generator Loss: 1.2158 Epoch 2/2... Discriminator Loss: 0.8793... Generator Loss: 0.9073 Epoch 2/2... Discriminator Loss: 0.9596... Generator Loss: 0.7849 Epoch 2/2... Discriminator Loss: 0.6581... Generator Loss: 1.3174 Epoch 2/2... Discriminator Loss: 0.8840... Generator Loss: 0.8403 Epoch 2/2... Discriminator Loss: 0.9951... Generator Loss: 1.6151 Epoch 2/2... Discriminator Loss: 1.7034... Generator Loss: 0.2766 Epoch 2/2... Discriminator Loss: 2.6005... Generator Loss: 4.4186 Epoch 2/2... Discriminator Loss: 1.1926... Generator Loss: 0.6143 Epoch 2/2... Discriminator Loss: 1.1150... Generator Loss: 0.5823 Epoch 2/2... Discriminator Loss: 1.1827... Generator Loss: 1.7008 Epoch 2/2... Discriminator Loss: 1.2618... Generator Loss: 0.6358 Epoch 2/2... Discriminator Loss: 1.3513... Generator Loss: 0.6516 Epoch 2/2... Discriminator Loss: 1.1737... Generator Loss: 1.2207 Epoch 2/2... Discriminator Loss: 1.4530... Generator Loss: 0.4728 Epoch 2/2... Discriminator Loss: 1.2931... Generator Loss: 1.6273 Epoch 2/2... Discriminator Loss: 1.1923... Generator Loss: 0.7293 Epoch 2/2... Discriminator Loss: 0.9560... Generator Loss: 1.1012 Epoch 2/2... Discriminator Loss: 0.6864... Generator Loss: 1.6836 Epoch 2/2... Discriminator Loss: 1.0123... Generator Loss: 0.8494 Epoch 2/2... Discriminator Loss: 0.9267... Generator Loss: 0.7199 Epoch 2/2... Discriminator Loss: 1.3307... Generator Loss: 2.9932 Epoch 2/2... Discriminator Loss: 1.8472... Generator Loss: 0.2595 Epoch 2/2... Discriminator Loss: 1.6934... Generator Loss: 2.8124 Epoch 2/2... Discriminator Loss: 1.1546... Generator Loss: 0.7279 Epoch 2/2... Discriminator Loss: 1.1220... Generator Loss: 0.7246 Epoch 2/2... Discriminator Loss: 1.2399... Generator Loss: 1.5788 Epoch 2/2... Discriminator Loss: 1.3694... Generator Loss: 0.5131 Epoch 2/2... Discriminator Loss: 1.0463... Generator Loss: 0.9316 Epoch 2/2... Discriminator Loss: 0.8324... Generator Loss: 1.5520 Epoch 2/2... Discriminator Loss: 1.1639... Generator Loss: 0.6962 Epoch 2/2... Discriminator Loss: 0.8010... Generator Loss: 1.8579 Epoch 2/2... Discriminator Loss: 1.2427... Generator Loss: 0.5518 Epoch 2/2... Discriminator Loss: 0.8436... Generator Loss: 1.5031 Epoch 2/2... Discriminator Loss: 0.9429... Generator Loss: 0.9706 Epoch 2/2... Discriminator Loss: 1.0627... Generator Loss: 0.8203 Epoch 2/2... Discriminator Loss: 1.0369... Generator Loss: 0.9996 Epoch 2/2... Discriminator Loss: 0.8323... Generator Loss: 1.0980 Epoch 2/2... Discriminator Loss: 1.0056... Generator Loss: 0.7494 Epoch 2/2... Discriminator Loss: 0.8950... Generator Loss: 1.8028 Epoch 2/2... Discriminator Loss: 1.3005... Generator Loss: 0.4639 Epoch 2/2... Discriminator Loss: 0.9896... Generator Loss: 2.0601 Epoch 2/2... Discriminator Loss: 1.2071... Generator Loss: 0.5250 Epoch 2/2... Discriminator Loss: 0.6923... Generator Loss: 1.4707 Epoch 2/2... Discriminator Loss: 0.8874... Generator Loss: 0.8259 Epoch 2/2... Discriminator Loss: 1.0407... Generator Loss: 1.0026 Epoch 2/2... Discriminator Loss: 1.0860... Generator Loss: 0.6796 Epoch 2/2... Discriminator Loss: 0.8220... Generator Loss: 1.5406
Epoch 2/2... Discriminator Loss: 1.5664... Generator Loss: 0.4152 Epoch 2/2... Discriminator Loss: 1.5369... Generator Loss: 2.6792 Epoch 2/2... Discriminator Loss: 2.0350... Generator Loss: 0.2150 Epoch 2/2... Discriminator Loss: 1.4021... Generator Loss: 2.1482 Epoch 2/2... Discriminator Loss: 1.1467... Generator Loss: 0.7013 Epoch 2/2... Discriminator Loss: 1.1310... Generator Loss: 0.7352 Epoch 2/2... Discriminator Loss: 1.2933... Generator Loss: 1.7988 Epoch 2/2... Discriminator Loss: 1.3232... Generator Loss: 0.5304 Epoch 2/2... Discriminator Loss: 0.9426... Generator Loss: 1.1123 Epoch 2/2... Discriminator Loss: 0.8821... Generator Loss: 1.1142 Epoch 2/2... Discriminator Loss: 0.8613... Generator Loss: 1.3007 Epoch 2/2... Discriminator Loss: 1.0769... Generator Loss: 0.7616 Epoch 2/2... Discriminator Loss: 1.1079... Generator Loss: 1.2024 Epoch 2/2... Discriminator Loss: 1.0022... Generator Loss: 0.8651 Epoch 2/2... Discriminator Loss: 0.7622... Generator Loss: 1.1263 Epoch 2/2... Discriminator Loss: 0.6819... Generator Loss: 1.2192 Epoch 2/2... Discriminator Loss: 0.6404... Generator Loss: 1.6156 Epoch 2/2... Discriminator Loss: 1.2540... Generator Loss: 0.5175 Epoch 2/2... Discriminator Loss: 0.9007... Generator Loss: 2.0144 Epoch 2/2... Discriminator Loss: 0.7014... Generator Loss: 1.1755 Epoch 2/2... Discriminator Loss: 0.9183... Generator Loss: 0.8846 Epoch 2/2... Discriminator Loss: 0.9907... Generator Loss: 0.8732 Epoch 2/2... Discriminator Loss: 0.7975... Generator Loss: 1.7371 Epoch 2/2... Discriminator Loss: 1.3100... Generator Loss: 0.4744 Epoch 2/2... Discriminator Loss: 0.6040... Generator Loss: 1.7911 Epoch 2/2... Discriminator Loss: 0.5660... Generator Loss: 1.4095 Epoch 2/2... Discriminator Loss: 0.7563... Generator Loss: 0.8782 Epoch 2/2... Discriminator Loss: 0.7291... Generator Loss: 1.2747 Epoch 2/2... Discriminator Loss: 0.8063... Generator Loss: 0.8845 Epoch 2/2... Discriminator Loss: 0.4714... Generator Loss: 1.9555 Epoch 2/2... Discriminator Loss: 0.8190... Generator Loss: 0.8333 Epoch 2/2... Discriminator Loss: 0.4632... Generator Loss: 1.9132 Epoch 2/2... Discriminator Loss: 2.1233... Generator Loss: 0.1934 Epoch 2/2... Discriminator Loss: 2.6362... Generator Loss: 4.8708 Epoch 2/2... Discriminator Loss: 0.9233... Generator Loss: 0.8483 Epoch 2/2... Discriminator Loss: 1.1866... Generator Loss: 0.5384 Epoch 2/2... Discriminator Loss: 0.9948... Generator Loss: 1.8635 Epoch 2/2... Discriminator Loss: 1.0093... Generator Loss: 0.7523 Epoch 2/2... Discriminator Loss: 0.8007... Generator Loss: 1.2665 Epoch 2/2... Discriminator Loss: 1.4432... Generator Loss: 0.4658 Epoch 2/2... Discriminator Loss: 1.2249... Generator Loss: 1.8323 Epoch 2/2... Discriminator Loss: 1.7424... Generator Loss: 0.2913 Epoch 2/2... Discriminator Loss: 0.8812... Generator Loss: 2.2824 Epoch 2/2... Discriminator Loss: 0.9906... Generator Loss: 0.9236 Epoch 2/2... Discriminator Loss: 0.8609... Generator Loss: 0.9181 Epoch 2/2... Discriminator Loss: 1.0037... Generator Loss: 0.9006 Epoch 2/2... Discriminator Loss: 1.0707... Generator Loss: 0.7197 Epoch 2/2... Discriminator Loss: 0.8552... Generator Loss: 1.1902 Epoch 2/2... Discriminator Loss: 0.9592... Generator Loss: 0.9746 Epoch 2/2... Discriminator Loss: 1.1017... Generator Loss: 0.5774 Epoch 2/2... Discriminator Loss: 0.6666... Generator Loss: 1.9536 Epoch 2/2... Discriminator Loss: 0.9892... Generator Loss: 0.6566 Epoch 2/2... Discriminator Loss: 0.9317... Generator Loss: 1.0966 Epoch 2/2... Discriminator Loss: 0.6142... Generator Loss: 1.5301 Epoch 2/2... Discriminator Loss: 1.1834... Generator Loss: 0.5734 Epoch 2/2... Discriminator Loss: 0.8085... Generator Loss: 1.6469 Epoch 2/2... Discriminator Loss: 0.8614... Generator Loss: 0.8312 Epoch 2/2... Discriminator Loss: 1.1292... Generator Loss: 0.6165 Epoch 2/2... Discriminator Loss: 0.8605... Generator Loss: 1.6420 Epoch 2/2... Discriminator Loss: 1.2355... Generator Loss: 0.5675 Epoch 2/2... Discriminator Loss: 1.0907... Generator Loss: 0.9581 Epoch 2/2... Discriminator Loss: 1.4971... Generator Loss: 0.3936 Epoch 2/2... Discriminator Loss: 0.8011... Generator Loss: 1.8440 Epoch 2/2... Discriminator Loss: 0.9096... Generator Loss: 0.9400 Epoch 2/2... Discriminator Loss: 1.0449... Generator Loss: 0.7341 Epoch 2/2... Discriminator Loss: 0.7320... Generator Loss: 1.1801 Epoch 2/2... Discriminator Loss: 0.8424... Generator Loss: 0.8353 Epoch 2/2... Discriminator Loss: 0.9166... Generator Loss: 0.9782 Epoch 2/2... Discriminator Loss: 1.4253... Generator Loss: 0.3983 Epoch 2/2... Discriminator Loss: 0.8885... Generator Loss: 2.0136 Epoch 2/2... Discriminator Loss: 1.4962... Generator Loss: 0.3901 Epoch 2/2... Discriminator Loss: 1.4131... Generator Loss: 2.2369 Epoch 2/2... Discriminator Loss: 1.3319... Generator Loss: 0.5172 Epoch 2/2... Discriminator Loss: 0.7533... Generator Loss: 1.9849 Epoch 2/2... Discriminator Loss: 1.2573... Generator Loss: 0.5456 Epoch 2/2... Discriminator Loss: 0.8053... Generator Loss: 1.4880 Epoch 2/2... Discriminator Loss: 0.6903... Generator Loss: 1.4222 Epoch 2/2... Discriminator Loss: 0.8409... Generator Loss: 0.8759 Epoch 2/2... Discriminator Loss: 0.6848... Generator Loss: 1.3139 Epoch 2/2... Discriminator Loss: 1.1592... Generator Loss: 0.8267 Epoch 2/2... Discriminator Loss: 1.1748... Generator Loss: 0.9325 Epoch 2/2... Discriminator Loss: 1.1176... Generator Loss: 0.7495 Epoch 2/2... Discriminator Loss: 1.0947... Generator Loss: 0.8381 Epoch 2/2... Discriminator Loss: 0.9617... Generator Loss: 1.2579 Epoch 2/2... Discriminator Loss: 1.3432... Generator Loss: 0.5090 Epoch 2/2... Discriminator Loss: 1.5085... Generator Loss: 2.5870 Epoch 2/2... Discriminator Loss: 1.8654... Generator Loss: 0.2905 Epoch 2/2... Discriminator Loss: 1.2048... Generator Loss: 2.4635 Epoch 2/2... Discriminator Loss: 1.3265... Generator Loss: 0.5398 Epoch 2/2... Discriminator Loss: 1.0188... Generator Loss: 1.5867 Epoch 2/2... Discriminator Loss: 1.7763... Generator Loss: 0.3159 Epoch 2/2... Discriminator Loss: 1.5857... Generator Loss: 3.4995 Epoch 2/2... Discriminator Loss: 1.3018... Generator Loss: 0.6066 Epoch 2/2... Discriminator Loss: 0.8014... Generator Loss: 1.0327 Epoch 2/2... Discriminator Loss: 0.6080... Generator Loss: 1.9868 Epoch 2/2... Discriminator Loss: 0.8960... Generator Loss: 0.8356 Epoch 2/2... Discriminator Loss: 0.6790... Generator Loss: 1.2067 Epoch 2/2... Discriminator Loss: 1.2912... Generator Loss: 0.4780 Epoch 2/2... Discriminator Loss: 1.6150... Generator Loss: 2.8431 Epoch 2/2... Discriminator Loss: 1.1368... Generator Loss: 0.6374
Epoch 2/2... Discriminator Loss: 0.9195... Generator Loss: 0.9258 Epoch 2/2... Discriminator Loss: 0.7908... Generator Loss: 1.7990 Epoch 2/2... Discriminator Loss: 1.3791... Generator Loss: 0.5180 Epoch 2/2... Discriminator Loss: 1.2218... Generator Loss: 0.7518 Epoch 2/2... Discriminator Loss: 1.0006... Generator Loss: 1.7788 Epoch 2/2... Discriminator Loss: 1.5568... Generator Loss: 0.3266 Epoch 2/2... Discriminator Loss: 2.5124... Generator Loss: 4.4034 Epoch 2/2... Discriminator Loss: 1.5234... Generator Loss: 0.4522 Epoch 2/2... Discriminator Loss: 0.8706... Generator Loss: 1.9636 Epoch 2/2... Discriminator Loss: 0.8298... Generator Loss: 1.0219 Epoch 2/2... Discriminator Loss: 0.8925... Generator Loss: 0.9455 Epoch 2/2... Discriminator Loss: 0.9217... Generator Loss: 1.5880 Epoch 2/2... Discriminator Loss: 0.8745... Generator Loss: 1.0703 Epoch 2/2... Discriminator Loss: 1.2820... Generator Loss: 0.5282 Epoch 2/2... Discriminator Loss: 1.0292... Generator Loss: 1.7269 Epoch 2/2... Discriminator Loss: 1.1753... Generator Loss: 0.6242 Epoch 2/2... Discriminator Loss: 0.9216... Generator Loss: 1.4831 Epoch 2/2... Discriminator Loss: 1.1144... Generator Loss: 0.7521 Epoch 2/2... Discriminator Loss: 1.0425... Generator Loss: 0.7384 Epoch 2/2... Discriminator Loss: 0.8654... Generator Loss: 1.7789 Epoch 2/2... Discriminator Loss: 1.0461... Generator Loss: 0.7381 Epoch 2/2... Discriminator Loss: 1.3475... Generator Loss: 0.4958 Epoch 2/2... Discriminator Loss: 1.2522... Generator Loss: 2.4491 Epoch 2/2... Discriminator Loss: 1.2284... Generator Loss: 0.5170 Epoch 2/2... Discriminator Loss: 1.1517... Generator Loss: 0.6576 Epoch 2/2... Discriminator Loss: 1.5735... Generator Loss: 2.0563 Epoch 2/2... Discriminator Loss: 1.2480... Generator Loss: 0.5144 Epoch 2/2... Discriminator Loss: 0.8727... Generator Loss: 1.1391 Epoch 2/2... Discriminator Loss: 0.9109... Generator Loss: 1.2109 Epoch 2/2... Discriminator Loss: 0.9188... Generator Loss: 0.7819 Epoch 2/2... Discriminator Loss: 0.7040... Generator Loss: 1.5839 Epoch 2/2... Discriminator Loss: 0.6705... Generator Loss: 1.2506 Epoch 2/2... Discriminator Loss: 0.7081... Generator Loss: 1.0113 Epoch 2/2... Discriminator Loss: 0.9837... Generator Loss: 1.0715 Epoch 2/2... Discriminator Loss: 1.2082... Generator Loss: 0.5044 Epoch 2/2... Discriminator Loss: 0.9902... Generator Loss: 1.1610 Epoch 2/2... Discriminator Loss: 1.1580... Generator Loss: 0.6522 Epoch 2/2... Discriminator Loss: 0.9182... Generator Loss: 1.7279 Epoch 2/2... Discriminator Loss: 1.8018... Generator Loss: 0.2767 Epoch 2/2... Discriminator Loss: 1.1359... Generator Loss: 2.9509 Epoch 2/2... Discriminator Loss: 1.0226... Generator Loss: 0.6980 Epoch 2/2... Discriminator Loss: 0.9769... Generator Loss: 0.7685 Epoch 2/2... Discriminator Loss: 0.7950... Generator Loss: 1.1896 Epoch 2/2... Discriminator Loss: 0.9140... Generator Loss: 0.8709 Epoch 2/2... Discriminator Loss: 0.7687... Generator Loss: 1.0625 Epoch 2/2... Discriminator Loss: 0.6809... Generator Loss: 1.2914 Epoch 2/2... Discriminator Loss: 0.9239... Generator Loss: 0.8988 Epoch 2/2... Discriminator Loss: 0.6781... Generator Loss: 1.0356 Epoch 2/2... Discriminator Loss: 0.8799... Generator Loss: 0.9302 Epoch 2/2... Discriminator Loss: 1.6503... Generator Loss: 0.2858 Epoch 2/2... Discriminator Loss: 1.4937... Generator Loss: 2.3296 Epoch 2/2... Discriminator Loss: 1.1347... Generator Loss: 0.7059 Epoch 2/2... Discriminator Loss: 0.8535... Generator Loss: 1.0985 Epoch 2/2... Discriminator Loss: 1.0133... Generator Loss: 0.7059 Epoch 2/2... Discriminator Loss: 0.7986... Generator Loss: 1.2017 Epoch 2/2... Discriminator Loss: 0.9553... Generator Loss: 0.8143 Epoch 2/2... Discriminator Loss: 0.7827... Generator Loss: 1.2781 Epoch 2/2... Discriminator Loss: 1.6760... Generator Loss: 0.3105 Epoch 2/2... Discriminator Loss: 1.3818... Generator Loss: 2.8091 Epoch 2/2... Discriminator Loss: 1.4006... Generator Loss: 0.4023 Epoch 2/2... Discriminator Loss: 0.8432... Generator Loss: 1.2722 Epoch 2/2... Discriminator Loss: 0.7749... Generator Loss: 0.9863 Epoch 2/2... Discriminator Loss: 0.7600... Generator Loss: 1.0871 Epoch 2/2... Discriminator Loss: 1.6762... Generator Loss: 0.3298 Epoch 2/2... Discriminator Loss: 1.1857... Generator Loss: 2.1917 Epoch 2/2... Discriminator Loss: 1.1929... Generator Loss: 0.5441 Epoch 2/2... Discriminator Loss: 1.1223... Generator Loss: 0.7427 Epoch 2/2... Discriminator Loss: 1.8095... Generator Loss: 0.3231 Epoch 2/2... Discriminator Loss: 1.6688... Generator Loss: 2.9623 Epoch 2/2... Discriminator Loss: 1.6086... Generator Loss: 0.3703 Epoch 2/2... Discriminator Loss: 0.8681... Generator Loss: 1.5159 Epoch 2/2... Discriminator Loss: 1.1049... Generator Loss: 0.9020 Epoch 2/2... Discriminator Loss: 1.2762... Generator Loss: 0.4786 Epoch 2/2... Discriminator Loss: 0.6188... Generator Loss: 1.7847 Epoch 2/2... Discriminator Loss: 0.5493... Generator Loss: 1.6285 Epoch 2/2... Discriminator Loss: 1.1206... Generator Loss: 0.6272 Epoch 2/2... Discriminator Loss: 2.0405... Generator Loss: 0.2148 Epoch 2/2... Discriminator Loss: 2.5005... Generator Loss: 4.4152 Epoch 2/2... Discriminator Loss: 0.6322... Generator Loss: 1.3162 Epoch 2/2... Discriminator Loss: 1.3779... Generator Loss: 0.4583 Epoch 2/2... Discriminator Loss: 0.9831... Generator Loss: 1.5850 Epoch 2/2... Discriminator Loss: 0.9855... Generator Loss: 0.8996 Epoch 2/2... Discriminator Loss: 0.8136... Generator Loss: 0.9855 Epoch 2/2... Discriminator Loss: 0.9254... Generator Loss: 1.0170 Epoch 2/2... Discriminator Loss: 0.9964... Generator Loss: 0.7638 Epoch 2/2... Discriminator Loss: 0.9639... Generator Loss: 0.7352 Epoch 2/2... Discriminator Loss: 0.6977... Generator Loss: 1.2176 Epoch 2/2... Discriminator Loss: 1.3121... Generator Loss: 0.4331 Epoch 2/2... Discriminator Loss: 1.0938... Generator Loss: 1.6608 Epoch 2/2... Discriminator Loss: 1.6499... Generator Loss: 0.3257 Epoch 2/2... Discriminator Loss: 0.8204... Generator Loss: 2.2571 Epoch 2/2... Discriminator Loss: 1.8087... Generator Loss: 0.3309 Epoch 2/2... Discriminator Loss: 1.3787... Generator Loss: 2.2167 Epoch 2/2... Discriminator Loss: 1.1537... Generator Loss: 0.6912 Epoch 2/2... Discriminator Loss: 0.9861... Generator Loss: 0.8218 Epoch 2/2... Discriminator Loss: 0.9229... Generator Loss: 1.6838 Epoch 2/2... Discriminator Loss: 1.3169... Generator Loss: 0.4507 Epoch 2/2... Discriminator Loss: 0.9542... Generator Loss: 1.1872 Epoch 2/2... Discriminator Loss: 0.9573... Generator Loss: 0.9441 Epoch 2/2... Discriminator Loss: 0.7495... Generator Loss: 1.1921
Epoch 2/2... Discriminator Loss: 0.8339... Generator Loss: 0.9715 Epoch 2/2... Discriminator Loss: 1.1221... Generator Loss: 0.7549 Epoch 2/2... Discriminator Loss: 1.4608... Generator Loss: 0.4108 Epoch 2/2... Discriminator Loss: 1.0534... Generator Loss: 2.1858 Epoch 2/2... Discriminator Loss: 1.5116... Generator Loss: 0.4242 Epoch 2/2... Discriminator Loss: 0.8848... Generator Loss: 1.6428 Epoch 2/2... Discriminator Loss: 1.0276... Generator Loss: 0.7411 Epoch 2/2... Discriminator Loss: 1.0874... Generator Loss: 0.8778 Epoch 2/2... Discriminator Loss: 0.9428... Generator Loss: 1.0435 Epoch 2/2... Discriminator Loss: 0.9036... Generator Loss: 0.9862 Epoch 2/2... Discriminator Loss: 1.0799... Generator Loss: 0.6629 Epoch 2/2... Discriminator Loss: 0.8780... Generator Loss: 0.8885 Epoch 2/2... Discriminator Loss: 0.8776... Generator Loss: 0.8321 Epoch 2/2... Discriminator Loss: 0.9189... Generator Loss: 0.8390 Epoch 2/2... Discriminator Loss: 1.0127... Generator Loss: 0.6696 Epoch 2/2... Discriminator Loss: 0.9868... Generator Loss: 0.7188 Epoch 2/2... Discriminator Loss: 0.8386... Generator Loss: 1.4815 Epoch 2/2... Discriminator Loss: 0.8733... Generator Loss: 0.8319 Epoch 2/2... Discriminator Loss: 1.1411... Generator Loss: 0.6223 Epoch 2/2... Discriminator Loss: 0.6726... Generator Loss: 1.6600 Epoch 2/2... Discriminator Loss: 1.0773... Generator Loss: 0.6821 Epoch 2/2... Discriminator Loss: 0.7517... Generator Loss: 1.0359 Epoch 2/2... Discriminator Loss: 0.9076... Generator Loss: 0.8131 Epoch 2/2... Discriminator Loss: 0.8596... Generator Loss: 0.9577 Epoch 2/2... Discriminator Loss: 0.8582... Generator Loss: 0.9156 Epoch 2/2... Discriminator Loss: 0.6116... Generator Loss: 1.7563 Epoch 2/2... Discriminator Loss: 1.8186... Generator Loss: 0.2826 Epoch 2/2... Discriminator Loss: 1.6403... Generator Loss: 2.6582 Epoch 2/2... Discriminator Loss: 1.5502... Generator Loss: 0.3653 Epoch 2/2... Discriminator Loss: 1.2663... Generator Loss: 2.3343 Epoch 2/2... Discriminator Loss: 1.4385... Generator Loss: 0.4039 Epoch 2/2... Discriminator Loss: 0.6550... Generator Loss: 1.6175 Epoch 2/2... Discriminator Loss: 1.0274... Generator Loss: 0.8190 Epoch 2/2... Discriminator Loss: 1.5302... Generator Loss: 0.3860 Epoch 2/2... Discriminator Loss: 1.7308... Generator Loss: 2.0415 Epoch 2/2... Discriminator Loss: 1.8304... Generator Loss: 0.4039 Epoch 2/2... Discriminator Loss: 1.2900... Generator Loss: 2.5169 Epoch 2/2... Discriminator Loss: 1.5351... Generator Loss: 0.4564 Epoch 2/2... Discriminator Loss: 1.0318... Generator Loss: 0.8159 Epoch 2/2... Discriminator Loss: 0.8840... Generator Loss: 1.5715 Epoch 2/2... Discriminator Loss: 0.8822... Generator Loss: 0.9769 Epoch 2/2... Discriminator Loss: 2.0479... Generator Loss: 0.2155 Epoch 2/2... Discriminator Loss: 1.0287... Generator Loss: 1.8023 Epoch 2/2... Discriminator Loss: 1.4984... Generator Loss: 0.3411 Epoch 2/2... Discriminator Loss: 1.5528... Generator Loss: 3.0380 Epoch 2/2... Discriminator Loss: 1.3924... Generator Loss: 0.3954 Epoch 2/2... Discriminator Loss: 0.8389... Generator Loss: 1.6081 Epoch 2/2... Discriminator Loss: 0.8774... Generator Loss: 0.9078 Epoch 2/2... Discriminator Loss: 1.3171... Generator Loss: 0.4544 Epoch 2/2... Discriminator Loss: 1.0321... Generator Loss: 1.8977 Epoch 2/2... Discriminator Loss: 1.0379... Generator Loss: 0.6956 Epoch 2/2... Discriminator Loss: 1.0541... Generator Loss: 0.8709 Epoch 2/2... Discriminator Loss: 0.9605... Generator Loss: 1.0299 Epoch 2/2... Discriminator Loss: 1.1263... Generator Loss: 0.6208 Epoch 2/2... Discriminator Loss: 1.0179... Generator Loss: 0.7698 Epoch 2/2... Discriminator Loss: 1.0665... Generator Loss: 0.6128 Epoch 2/2... Discriminator Loss: 0.8247... Generator Loss: 1.0244 Epoch 2/2... Discriminator Loss: 0.7496... Generator Loss: 1.2720 Epoch 2/2... Discriminator Loss: 1.2017... Generator Loss: 0.5107 Epoch 2/2... Discriminator Loss: 1.1134... Generator Loss: 1.8840 Epoch 2/2... Discriminator Loss: 1.8381... Generator Loss: 0.2500 Epoch 2/2... Discriminator Loss: 1.7597... Generator Loss: 3.1594 Epoch 2/2... Discriminator Loss: 2.3697... Generator Loss: 0.1513 Epoch 2/2... Discriminator Loss: 1.3827... Generator Loss: 3.1951 Epoch 2/2... Discriminator Loss: 1.3557... Generator Loss: 0.5212 Epoch 2/2... Discriminator Loss: 1.1224... Generator Loss: 0.6675 Epoch 2/2... Discriminator Loss: 1.0748... Generator Loss: 1.5143 Epoch 2/2... Discriminator Loss: 1.2745... Generator Loss: 0.7447 Epoch 2/2... Discriminator Loss: 1.1383... Generator Loss: 1.0028 Epoch 2/2... Discriminator Loss: 1.1431... Generator Loss: 0.6779 Epoch 2/2... Discriminator Loss: 0.9109... Generator Loss: 1.1078 Epoch 2/2... Discriminator Loss: 1.3092... Generator Loss: 0.5766 Epoch 2/2... Discriminator Loss: 1.0878... Generator Loss: 1.1788 Epoch 2/2... Discriminator Loss: 1.2241... Generator Loss: 0.6085 Epoch 2/2... Discriminator Loss: 1.0678... Generator Loss: 0.9730 Epoch 2/2... Discriminator Loss: 1.0178... Generator Loss: 1.1001 Epoch 2/2... Discriminator Loss: 1.2893... Generator Loss: 0.5312 Epoch 2/2... Discriminator Loss: 1.1720... Generator Loss: 0.9546 Epoch 2/2... Discriminator Loss: 1.0100... Generator Loss: 1.2642 Epoch 2/2... Discriminator Loss: 1.0220... Generator Loss: 0.7482 Epoch 2/2... Discriminator Loss: 1.0713... Generator Loss: 0.9683 Epoch 2/2... Discriminator Loss: 0.8405... Generator Loss: 1.0198 Epoch 2/2... Discriminator Loss: 1.0078... Generator Loss: 0.9074 Epoch 2/2... Discriminator Loss: 0.7928... Generator Loss: 1.1282 Epoch 2/2... Discriminator Loss: 0.8625... Generator Loss: 1.6272 Epoch 2/2... Discriminator Loss: 2.2438... Generator Loss: 0.2050 Epoch 2/2... Discriminator Loss: 1.2821... Generator Loss: 2.7533 Epoch 2/2... Discriminator Loss: 1.2663... Generator Loss: 0.6850 Epoch 2/2... Discriminator Loss: 1.0720... Generator Loss: 0.7965 Epoch 2/2... Discriminator Loss: 0.8083... Generator Loss: 1.3802 Epoch 2/2... Discriminator Loss: 1.0237... Generator Loss: 1.0451 Epoch 2/2... Discriminator Loss: 1.0964... Generator Loss: 0.7934 Epoch 2/2... Discriminator Loss: 1.2375... Generator Loss: 0.6261 Epoch 2/2... Discriminator Loss: 1.2926... Generator Loss: 1.2737 Epoch 2/2... Discriminator Loss: 1.0229... Generator Loss: 0.8105 Epoch 2/2... Discriminator Loss: 0.8501... Generator Loss: 0.9618 Epoch 2/2... Discriminator Loss: 0.7443... Generator Loss: 1.3001 Epoch 2/2... Discriminator Loss: 0.7298... Generator Loss: 1.3495 Epoch 2/2... Discriminator Loss: 1.7001... Generator Loss: 0.3388 Epoch 2/2... Discriminator Loss: 1.0785... Generator Loss: 1.9679
Epoch 2/2... Discriminator Loss: 0.9310... Generator Loss: 0.9566 Epoch 2/2... Discriminator Loss: 1.1019... Generator Loss: 0.6701 Epoch 2/2... Discriminator Loss: 1.0237... Generator Loss: 1.1386 Epoch 2/2... Discriminator Loss: 0.9864... Generator Loss: 0.9298 Epoch 2/2... Discriminator Loss: 0.8162... Generator Loss: 1.0445 Epoch 2/2... Discriminator Loss: 0.7333... Generator Loss: 1.4916 Epoch 2/2... Discriminator Loss: 1.4342... Generator Loss: 0.3770 Epoch 2/2... Discriminator Loss: 0.8448... Generator Loss: 2.5663 Epoch 2/2... Discriminator Loss: 0.8797... Generator Loss: 0.8858 Epoch 2/2... Discriminator Loss: 1.0341... Generator Loss: 0.6934 Epoch 2/2... Discriminator Loss: 0.8728... Generator Loss: 1.7775 Epoch 2/2... Discriminator Loss: 1.2742... Generator Loss: 0.4839 Epoch 2/2... Discriminator Loss: 0.7396... Generator Loss: 1.0597 Epoch 2/2... Discriminator Loss: 0.9673... Generator Loss: 0.9493 Epoch 2/2... Discriminator Loss: 1.1780... Generator Loss: 0.5681 Epoch 2/2... Discriminator Loss: 1.2341... Generator Loss: 0.5964 Epoch 2/2... Discriminator Loss: 0.7318... Generator Loss: 1.4706 Epoch 2/2... Discriminator Loss: 0.9937... Generator Loss: 0.7731 Epoch 2/2... Discriminator Loss: 1.7454... Generator Loss: 0.2802 Epoch 2/2... Discriminator Loss: 1.9557... Generator Loss: 2.3020 Epoch 2/2... Discriminator Loss: 1.7109... Generator Loss: 0.3454 Epoch 2/2... Discriminator Loss: 0.9031... Generator Loss: 1.9049 Epoch 2/2... Discriminator Loss: 0.7986... Generator Loss: 1.1068 Epoch 2/2... Discriminator Loss: 1.0305... Generator Loss: 0.8201 Epoch 2/2... Discriminator Loss: 1.0820... Generator Loss: 0.8939 Epoch 2/2... Discriminator Loss: 1.1227... Generator Loss: 0.7089 Epoch 2/2... Discriminator Loss: 0.8918... Generator Loss: 1.7900 Epoch 2/2... Discriminator Loss: 1.6238... Generator Loss: 0.3556 Epoch 2/2... Discriminator Loss: 0.7414... Generator Loss: 1.7341 Epoch 2/2... Discriminator Loss: 1.1800... Generator Loss: 0.6570 Epoch 2/2... Discriminator Loss: 0.9656... Generator Loss: 1.0577 Epoch 2/2... Discriminator Loss: 0.8470... Generator Loss: 1.7226 Epoch 2/2... Discriminator Loss: 1.4346... Generator Loss: 0.3974 Epoch 2/2... Discriminator Loss: 0.7871... Generator Loss: 1.8406 Epoch 2/2... Discriminator Loss: 0.7387... Generator Loss: 1.0746 Epoch 2/2... Discriminator Loss: 0.9534... Generator Loss: 0.8032 Epoch 2/2... Discriminator Loss: 0.7282... Generator Loss: 1.0580 Epoch 2/2... Discriminator Loss: 1.0342... Generator Loss: 0.7142 Epoch 2/2... Discriminator Loss: 0.9103... Generator Loss: 0.9500 Epoch 2/2... Discriminator Loss: 0.7351... Generator Loss: 1.2348 Epoch 2/2... Discriminator Loss: 0.9246... Generator Loss: 0.8256 Epoch 2/2... Discriminator Loss: 0.6561... Generator Loss: 1.8753 Epoch 2/2... Discriminator Loss: 1.8347... Generator Loss: 0.2396 Epoch 2/2... Discriminator Loss: 2.3795... Generator Loss: 4.9307 Epoch 2/2... Discriminator Loss: 1.9299... Generator Loss: 0.3102 Epoch 2/2... Discriminator Loss: 0.9841... Generator Loss: 2.1167 Epoch 2/2... Discriminator Loss: 0.9707... Generator Loss: 0.9980 Epoch 2/2... Discriminator Loss: 1.2643... Generator Loss: 0.4892 Epoch 2/2... Discriminator Loss: 1.0922... Generator Loss: 1.2762 Epoch 2/2... Discriminator Loss: 1.5072... Generator Loss: 0.4127 Epoch 2/2... Discriminator Loss: 1.0882... Generator Loss: 1.6960 Epoch 2/2... Discriminator Loss: 1.2026... Generator Loss: 0.5387 Epoch 2/2... Discriminator Loss: 0.9912... Generator Loss: 1.2992 Epoch 2/2... Discriminator Loss: 1.1490... Generator Loss: 0.6010 Epoch 2/2... Discriminator Loss: 0.8859... Generator Loss: 1.5799 Epoch 2/2... Discriminator Loss: 0.8797... Generator Loss: 0.9992 Epoch 2/2... Discriminator Loss: 1.1868... Generator Loss: 0.6232 Epoch 2/2... Discriminator Loss: 0.9584... Generator Loss: 1.2225 Epoch 2/2... Discriminator Loss: 1.3814... Generator Loss: 0.4504 Epoch 2/2... Discriminator Loss: 1.1058... Generator Loss: 1.1935 Epoch 2/2... Discriminator Loss: 1.5279... Generator Loss: 0.4210 Epoch 2/2... Discriminator Loss: 0.8699... Generator Loss: 1.5239 Epoch 2/2... Discriminator Loss: 0.9802... Generator Loss: 0.9417 Epoch 2/2... Discriminator Loss: 1.6881... Generator Loss: 0.2928 Epoch 2/2... Discriminator Loss: 1.1463... Generator Loss: 0.7786 Epoch 2/2... Discriminator Loss: 1.1109... Generator Loss: 0.9642 Epoch 2/2... Discriminator Loss: 1.0985... Generator Loss: 0.6709 Epoch 2/2... Discriminator Loss: 1.0186... Generator Loss: 0.9915 Epoch 2/2... Discriminator Loss: 1.0053... Generator Loss: 0.7435 Epoch 2/2... Discriminator Loss: 0.8437... Generator Loss: 0.9564 Epoch 2/2... Discriminator Loss: 1.0540... Generator Loss: 0.7007 Epoch 2/2... Discriminator Loss: 0.8618... Generator Loss: 1.0111 Epoch 2/2... Discriminator Loss: 1.0801... Generator Loss: 0.6527 Epoch 2/2... Discriminator Loss: 1.0111... Generator Loss: 0.8398 Epoch 2/2... Discriminator Loss: 1.1286... Generator Loss: 0.6025 Epoch 2/2... Discriminator Loss: 0.7403... Generator Loss: 1.3684 Epoch 2/2... Discriminator Loss: 1.2069... Generator Loss: 0.5862 Epoch 2/2... Discriminator Loss: 0.9536... Generator Loss: 0.9712 Epoch 2/2... Discriminator Loss: 0.8596... Generator Loss: 0.8868 Epoch 2/2... Discriminator Loss: 0.6716... Generator Loss: 1.1584 Epoch 2/2... Discriminator Loss: 0.4682... Generator Loss: 1.7982 Epoch 2/2... Discriminator Loss: 1.1741... Generator Loss: 0.5569 Epoch 2/2... Discriminator Loss: 0.3810... Generator Loss: 2.3252 Epoch 2/2... Discriminator Loss: 1.4862... Generator Loss: 0.4115 Epoch 2/2... Discriminator Loss: 0.6498... Generator Loss: 1.8415 Epoch 2/2... Discriminator Loss: 0.8471... Generator Loss: 0.8545 Epoch 2/2... Discriminator Loss: 0.5342... Generator Loss: 1.4519 Epoch 2/2... Discriminator Loss: 1.0152... Generator Loss: 0.7458 Epoch 2/2... Discriminator Loss: 0.8387... Generator Loss: 0.9125 Epoch 2/2... Discriminator Loss: 0.7012... Generator Loss: 1.1905 Epoch 2/2... Discriminator Loss: 1.3318... Generator Loss: 0.4369 Epoch 2/2... Discriminator Loss: 0.8679... Generator Loss: 1.0465 Epoch 2/2... Discriminator Loss: 0.5553... Generator Loss: 1.6459 Epoch 2/2... Discriminator Loss: 1.1267... Generator Loss: 0.5727 Epoch 2/2... Discriminator Loss: 0.8760... Generator Loss: 0.9863 Epoch 2/2... Discriminator Loss: 1.0085... Generator Loss: 0.7533 Epoch 2/2... Discriminator Loss: 0.8626... Generator Loss: 2.1140 Epoch 2/2... Discriminator Loss: 1.6596... Generator Loss: 0.3609 Epoch 2/2... Discriminator Loss: 0.9428... Generator Loss: 1.5046 Epoch 2/2... Discriminator Loss: 1.0765... Generator Loss: 0.6034
Epoch 2/2... Discriminator Loss: 0.9611... Generator Loss: 2.2638 Epoch 2/2... Discriminator Loss: 2.5115... Generator Loss: 0.1523 Epoch 2/2... Discriminator Loss: 0.9045... Generator Loss: 2.6851 Epoch 2/2... Discriminator Loss: 1.3130... Generator Loss: 0.6633 Epoch 2/2... Discriminator Loss: 0.8805... Generator Loss: 0.9245 Epoch 2/2... Discriminator Loss: 1.0692... Generator Loss: 1.0807 Epoch 2/2... Discriminator Loss: 1.6624... Generator Loss: 0.3190 Epoch 2/2... Discriminator Loss: 1.7294... Generator Loss: 1.6115 Epoch 2/2... Discriminator Loss: 1.1112... Generator Loss: 0.5981 Epoch 2/2... Discriminator Loss: 0.7492... Generator Loss: 1.8478 Epoch 2/2... Discriminator Loss: 1.4218... Generator Loss: 0.4228 Epoch 2/2... Discriminator Loss: 1.3563... Generator Loss: 2.2514 Epoch 2/2... Discriminator Loss: 1.1656... Generator Loss: 0.6505 Epoch 2/2... Discriminator Loss: 0.8285... Generator Loss: 0.9685 Epoch 2/2... Discriminator Loss: 0.9517... Generator Loss: 1.4875 Epoch 2/2... Discriminator Loss: 1.4032... Generator Loss: 0.4555 Epoch 2/2... Discriminator Loss: 1.2481... Generator Loss: 1.1339 Epoch 2/2... Discriminator Loss: 1.1243... Generator Loss: 0.6891 Epoch 2/2... Discriminator Loss: 1.7403... Generator Loss: 0.3047 Epoch 2/2... Discriminator Loss: 1.0114... Generator Loss: 1.8664 Epoch 2/2... Discriminator Loss: 0.9316... Generator Loss: 0.8513 Epoch 2/2... Discriminator Loss: 0.9792... Generator Loss: 0.7359 Epoch 2/2... Discriminator Loss: 0.6712... Generator Loss: 1.2340 Epoch 2/2... Discriminator Loss: 1.4450... Generator Loss: 0.4522 Epoch 2/2... Discriminator Loss: 0.7517... Generator Loss: 2.3138 Epoch 2/2... Discriminator Loss: 2.1598... Generator Loss: 0.2184 Epoch 2/2... Discriminator Loss: 1.5338... Generator Loss: 2.9016 Epoch 2/2... Discriminator Loss: 1.3945... Generator Loss: 0.6325 Epoch 2/2... Discriminator Loss: 0.9433... Generator Loss: 1.0158 Epoch 2/2... Discriminator Loss: 1.1391... Generator Loss: 1.3694 Epoch 2/2... Discriminator Loss: 1.4080... Generator Loss: 0.4445 Epoch 2/2... Discriminator Loss: 0.8736... Generator Loss: 1.7956 Epoch 2/2... Discriminator Loss: 1.2054... Generator Loss: 0.6325 Epoch 2/2... Discriminator Loss: 1.2494... Generator Loss: 0.6548 Epoch 2/2... Discriminator Loss: 1.1051... Generator Loss: 1.8252 Epoch 2/2... Discriminator Loss: 1.4721... Generator Loss: 0.3993 Epoch 2/2... Discriminator Loss: 0.8308... Generator Loss: 1.4241 Epoch 2/2... Discriminator Loss: 1.0136... Generator Loss: 0.7773 Epoch 2/2... Discriminator Loss: 0.9770... Generator Loss: 0.9452 Epoch 2/2... Discriminator Loss: 0.8525... Generator Loss: 0.9956 Epoch 2/2... Discriminator Loss: 1.2509... Generator Loss: 0.5008 Epoch 2/2... Discriminator Loss: 0.8286... Generator Loss: 1.2397 Epoch 2/2... Discriminator Loss: 1.2595... Generator Loss: 0.4972 Epoch 2/2... Discriminator Loss: 0.7030... Generator Loss: 1.7450 Epoch 2/2... Discriminator Loss: 1.3278... Generator Loss: 0.5098 Epoch 2/2... Discriminator Loss: 1.8849... Generator Loss: 0.2851 Epoch 2/2... Discriminator Loss: 2.2086... Generator Loss: 3.6111 Epoch 2/2... Discriminator Loss: 1.2413... Generator Loss: 0.5374 Epoch 2/2... Discriminator Loss: 1.0948... Generator Loss: 1.1863 Epoch 2/2... Discriminator Loss: 0.9118... Generator Loss: 0.9846 Epoch 2/2... Discriminator Loss: 1.2320... Generator Loss: 0.5548 Epoch 2/2... Discriminator Loss: 0.8263... Generator Loss: 1.8711 Epoch 2/2... Discriminator Loss: 1.1539... Generator Loss: 0.6386 Epoch 2/2... Discriminator Loss: 0.9696... Generator Loss: 1.3084 Epoch 2/2... Discriminator Loss: 1.4448... Generator Loss: 0.4650 Epoch 2/2... Discriminator Loss: 1.0764... Generator Loss: 1.7210 Epoch 2/2... Discriminator Loss: 1.1656... Generator Loss: 0.6773 Epoch 2/2... Discriminator Loss: 1.3320... Generator Loss: 0.5388 Epoch 2/2... Discriminator Loss: 1.0466... Generator Loss: 1.4791 Epoch 2/2... Discriminator Loss: 0.9805... Generator Loss: 0.8019 Epoch 2/2... Discriminator Loss: 0.9457... Generator Loss: 0.8834 Epoch 2/2... Discriminator Loss: 0.7706... Generator Loss: 1.1793 Epoch 2/2... Discriminator Loss: 0.8275... Generator Loss: 1.0063 Epoch 2/2... Discriminator Loss: 1.0390... Generator Loss: 0.7100 Epoch 2/2... Discriminator Loss: 0.8753... Generator Loss: 1.5509 Epoch 2/2... Discriminator Loss: 2.3670... Generator Loss: 0.1662 Epoch 2/2... Discriminator Loss: 1.5816... Generator Loss: 2.4346 Epoch 2/2... Discriminator Loss: 1.2716... Generator Loss: 0.5529 Epoch 2/2... Discriminator Loss: 1.0280... Generator Loss: 0.7879 Epoch 2/2... Discriminator Loss: 0.8500... Generator Loss: 1.2796 Epoch 2/2... Discriminator Loss: 0.8966... Generator Loss: 0.8453 Epoch 2/2... Discriminator Loss: 0.8611... Generator Loss: 0.7875 Epoch 2/2... Discriminator Loss: 0.7701... Generator Loss: 1.2273 Epoch 2/2... Discriminator Loss: 1.1552... Generator Loss: 0.5299 Epoch 2/2... Discriminator Loss: 0.7948... Generator Loss: 1.0174 Epoch 2/2... Discriminator Loss: 0.8562... Generator Loss: 1.0601 Epoch 2/2... Discriminator Loss: 0.9372... Generator Loss: 0.8282 Epoch 2/2... Discriminator Loss: 0.8202... Generator Loss: 1.3868 Epoch 2/2... Discriminator Loss: 1.7190... Generator Loss: 0.3402 Epoch 2/2... Discriminator Loss: 0.8978... Generator Loss: 1.2448 Epoch 2/2... Discriminator Loss: 1.3743... Generator Loss: 0.4812 Epoch 2/2... Discriminator Loss: 1.5457... Generator Loss: 0.3682 Epoch 2/2... Discriminator Loss: 1.0890... Generator Loss: 2.6729 Epoch 2/2... Discriminator Loss: 1.1793... Generator Loss: 0.5849 Epoch 2/2... Discriminator Loss: 0.9738... Generator Loss: 1.2442 Epoch 2/2... Discriminator Loss: 1.1893... Generator Loss: 0.5959 Epoch 2/2... Discriminator Loss: 0.8453... Generator Loss: 1.1081 Epoch 2/2... Discriminator Loss: 1.1031... Generator Loss: 0.6618 Epoch 2/2... Discriminator Loss: 0.9141... Generator Loss: 1.5476 Epoch 2/2... Discriminator Loss: 1.4612... Generator Loss: 0.4181 Epoch 2/2... Discriminator Loss: 1.0228... Generator Loss: 1.7909 Epoch 2/2... Discriminator Loss: 1.3564... Generator Loss: 0.5452 Epoch 2/2... Discriminator Loss: 1.1408... Generator Loss: 0.9322 Epoch 2/2... Discriminator Loss: 1.1449... Generator Loss: 0.5877 Epoch 2/2... Discriminator Loss: 0.8749... Generator Loss: 1.5127 Epoch 2/2... Discriminator Loss: 0.8948... Generator Loss: 0.8074 Epoch 2/2... Discriminator Loss: 0.8525... Generator Loss: 0.8234 Epoch 2/2... Discriminator Loss: 0.7430... Generator Loss: 1.2587 Epoch 2/2... Discriminator Loss: 0.7842... Generator Loss: 1.0246 Epoch 2/2... Discriminator Loss: 0.6693... Generator Loss: 1.3990
Epoch 2/2... Discriminator Loss: 1.3604... Generator Loss: 0.4903 Epoch 2/2... Discriminator Loss: 0.6142... Generator Loss: 1.4200 Epoch 2/2... Discriminator Loss: 1.1337... Generator Loss: 0.7314 Epoch 2/2... Discriminator Loss: 1.1213... Generator Loss: 0.6689 Epoch 2/2... Discriminator Loss: 1.1281... Generator Loss: 0.6710 Epoch 2/2... Discriminator Loss: 0.7885... Generator Loss: 1.1289 Epoch 2/2... Discriminator Loss: 1.3661... Generator Loss: 0.4542 Epoch 2/2... Discriminator Loss: 0.8359... Generator Loss: 0.8439 Epoch 2/2... Discriminator Loss: 0.6133... Generator Loss: 1.1532 Epoch 2/2... Discriminator Loss: 0.7778... Generator Loss: 0.9348 Epoch 2/2... Discriminator Loss: 2.5058... Generator Loss: 0.1361 Epoch 2/2... Discriminator Loss: 1.8420... Generator Loss: 3.4650 Epoch 2/2... Discriminator Loss: 1.2536... Generator Loss: 0.6216 Epoch 2/2... Discriminator Loss: 0.8356... Generator Loss: 0.9046 Epoch 2/2... Discriminator Loss: 0.6537... Generator Loss: 1.3750 Epoch 2/2... Discriminator Loss: 1.1660... Generator Loss: 0.6024 Epoch 2/2... Discriminator Loss: 0.9890... Generator Loss: 0.8345 Epoch 2/2... Discriminator Loss: 0.9508... Generator Loss: 0.7763 Epoch 2/2... Discriminator Loss: 0.8702... Generator Loss: 0.9359 Epoch 2/2... Discriminator Loss: 1.0044... Generator Loss: 0.7011 Epoch 2/2... Discriminator Loss: 1.2016... Generator Loss: 0.5948 Epoch 2/2... Discriminator Loss: 1.5398... Generator Loss: 0.3824 Epoch 2/2... Discriminator Loss: 0.7901... Generator Loss: 2.2186 Epoch 2/2... Discriminator Loss: 2.0250... Generator Loss: 0.2292 Epoch 2/2... Discriminator Loss: 0.7246... Generator Loss: 1.7102 Epoch 2/2... Discriminator Loss: 1.1760... Generator Loss: 0.5247 Epoch 2/2... Discriminator Loss: 0.5932... Generator Loss: 2.8782 Epoch 2/2... Discriminator Loss: 0.5907... Generator Loss: 1.2458 Epoch 2/2... Discriminator Loss: 0.4200... Generator Loss: 1.5833 Epoch 2/2... Discriminator Loss: 0.7520... Generator Loss: 0.9135 Epoch 2/2... Discriminator Loss: 0.7876... Generator Loss: 2.1411 Epoch 2/2... Discriminator Loss: 1.7572... Generator Loss: 0.3088 Epoch 2/2... Discriminator Loss: 1.7273... Generator Loss: 3.8219 Epoch 2/2... Discriminator Loss: 1.5122... Generator Loss: 0.5082 Epoch 2/2... Discriminator Loss: 0.7288... Generator Loss: 1.8000 Epoch 2/2... Discriminator Loss: 0.9762... Generator Loss: 1.0376 Epoch 2/2... Discriminator Loss: 0.9549... Generator Loss: 0.8478 Epoch 2/2... Discriminator Loss: 0.6625... Generator Loss: 1.3506 Epoch 2/2... Discriminator Loss: 0.9015... Generator Loss: 1.6085 Epoch 2/2... Discriminator Loss: 1.2925... Generator Loss: 0.4906 Epoch 2/2... Discriminator Loss: 0.7425... Generator Loss: 1.2494 Epoch 2/2... Discriminator Loss: 0.7482... Generator Loss: 1.4170 Epoch 2/2... Discriminator Loss: 1.2469... Generator Loss: 0.5550 Epoch 2/2... Discriminator Loss: 0.7325... Generator Loss: 1.5987 Epoch 2/2... Discriminator Loss: 1.8383... Generator Loss: 0.2845 Epoch 2/2... Discriminator Loss: 1.3744... Generator Loss: 3.4364 Epoch 2/2... Discriminator Loss: 2.0516... Generator Loss: 0.3017 Epoch 2/2... Discriminator Loss: 0.6416... Generator Loss: 2.3714 Epoch 2/2... Discriminator Loss: 0.9367... Generator Loss: 0.7624 Epoch 2/2... Discriminator Loss: 0.6560... Generator Loss: 1.1932 Epoch 2/2... Discriminator Loss: 0.6125... Generator Loss: 1.6186 Epoch 2/2... Discriminator Loss: 1.5672... Generator Loss: 0.3874 Epoch 2/2... Discriminator Loss: 0.7201... Generator Loss: 1.1318 Epoch 2/2... Discriminator Loss: 1.0838... Generator Loss: 0.7531 Epoch 2/2... Discriminator Loss: 0.8242... Generator Loss: 1.0584 Epoch 2/2... Discriminator Loss: 1.2566... Generator Loss: 0.5501 Epoch 2/2... Discriminator Loss: 0.6158... Generator Loss: 1.2244 Epoch 2/2... Discriminator Loss: 1.4829... Generator Loss: 0.4418 Epoch 2/2... Discriminator Loss: 1.0596... Generator Loss: 0.7883 Epoch 2/2... Discriminator Loss: 0.8295... Generator Loss: 1.0005 Epoch 2/2... Discriminator Loss: 2.3983... Generator Loss: 0.1642 Epoch 2/2... Discriminator Loss: 1.5118... Generator Loss: 4.0052 Epoch 2/2... Discriminator Loss: 2.5677... Generator Loss: 0.1988 Epoch 2/2... Discriminator Loss: 1.4200... Generator Loss: 3.2297 Epoch 2/2... Discriminator Loss: 1.5964... Generator Loss: 0.4474 Epoch 2/2... Discriminator Loss: 0.7957... Generator Loss: 1.0980 Epoch 2/2... Discriminator Loss: 0.7610... Generator Loss: 1.5010 Epoch 2/2... Discriminator Loss: 1.2830... Generator Loss: 0.5347 Epoch 2/2... Discriminator Loss: 0.7192... Generator Loss: 1.3833 Epoch 2/2... Discriminator Loss: 1.5513... Generator Loss: 0.4371 Epoch 2/2... Discriminator Loss: 1.0271... Generator Loss: 0.8757 Epoch 2/2... Discriminator Loss: 1.2970... Generator Loss: 0.6294 Epoch 2/2... Discriminator Loss: 1.2191... Generator Loss: 0.5834 Epoch 2/2... Discriminator Loss: 0.8120... Generator Loss: 2.3675 Epoch 2/2... Discriminator Loss: 1.3941... Generator Loss: 0.5363 Epoch 2/2... Discriminator Loss: 0.9524... Generator Loss: 1.4134 Epoch 2/2... Discriminator Loss: 0.8516... Generator Loss: 0.9568 Epoch 2/2... Discriminator Loss: 1.1979... Generator Loss: 0.5628 Epoch 2/2... Discriminator Loss: 0.9702... Generator Loss: 0.7689 Epoch 2/2... Discriminator Loss: 0.9197... Generator Loss: 0.9765 Epoch 2/2... Discriminator Loss: 0.7244... Generator Loss: 1.1165 Epoch 2/2... Discriminator Loss: 0.9277... Generator Loss: 0.8157 Epoch 2/2... Discriminator Loss: 0.9152... Generator Loss: 0.8482 Epoch 2/2... Discriminator Loss: 0.7965... Generator Loss: 0.9356 Epoch 2/2... Discriminator Loss: 0.8601... Generator Loss: 0.9640 Epoch 2/2... Discriminator Loss: 1.1805... Generator Loss: 0.6436 Epoch 2/2... Discriminator Loss: 1.7216... Generator Loss: 0.3024 Epoch 2/2... Discriminator Loss: 1.6405... Generator Loss: 2.6738 Epoch 2/2... Discriminator Loss: 1.0242... Generator Loss: 0.8739 Epoch 2/2... Discriminator Loss: 0.9484... Generator Loss: 1.0925 Epoch 2/2... Discriminator Loss: 0.8542... Generator Loss: 0.9661 Epoch 2/2... Discriminator Loss: 0.6978... Generator Loss: 1.5130 Epoch 2/2... Discriminator Loss: 0.8309... Generator Loss: 0.9908 Epoch 2/2... Discriminator Loss: 1.0444... Generator Loss: 0.8937 Epoch 2/2... Discriminator Loss: 1.3003... Generator Loss: 0.5019 Epoch 2/2... Discriminator Loss: 1.4399... Generator Loss: 2.1043 Epoch 2/2... Discriminator Loss: 1.4723... Generator Loss: 0.5637 Epoch 2/2... Discriminator Loss: 1.1553... Generator Loss: 0.9623 Epoch 2/2... Discriminator Loss: 1.0008... Generator Loss: 1.0748 Epoch 2/2... Discriminator Loss: 1.1870... Generator Loss: 0.6460
Epoch 2/2... Discriminator Loss: 1.0400... Generator Loss: 0.8811 Epoch 2/2... Discriminator Loss: 0.7948... Generator Loss: 1.2384 Epoch 2/2... Discriminator Loss: 1.3794... Generator Loss: 0.4594 Epoch 2/2... Discriminator Loss: 0.9169... Generator Loss: 2.1825 Epoch 2/2... Discriminator Loss: 1.4372... Generator Loss: 0.4207 Epoch 2/2... Discriminator Loss: 0.9385... Generator Loss: 2.0854 Epoch 2/2... Discriminator Loss: 1.4955... Generator Loss: 0.3703 Epoch 2/2... Discriminator Loss: 0.6263... Generator Loss: 1.7547 Epoch 2/2... Discriminator Loss: 1.1165... Generator Loss: 0.6435 Epoch 2/2... Discriminator Loss: 1.0624... Generator Loss: 0.7127 Epoch 2/2... Discriminator Loss: 0.8624... Generator Loss: 1.5237 Epoch 2/2... Discriminator Loss: 0.9359... Generator Loss: 0.8343 Epoch 2/2... Discriminator Loss: 1.0917... Generator Loss: 0.6289 Epoch 2/2... Discriminator Loss: 1.0461... Generator Loss: 0.8874 Epoch 2/2... Discriminator Loss: 1.1923... Generator Loss: 0.6092 Epoch 2/2... Discriminator Loss: 1.1415... Generator Loss: 0.6444 Epoch 2/2... Discriminator Loss: 1.1210... Generator Loss: 0.7011 Epoch 2/2... Discriminator Loss: 0.6624... Generator Loss: 1.8579 Epoch 2/2... Discriminator Loss: 2.0510... Generator Loss: 0.2108 Epoch 2/2... Discriminator Loss: 0.7306... Generator Loss: 2.4411 Epoch 2/2... Discriminator Loss: 1.1376... Generator Loss: 0.6470 Epoch 2/2... Discriminator Loss: 0.6393... Generator Loss: 1.6273 Epoch 2/2... Discriminator Loss: 0.9897... Generator Loss: 0.7529 Epoch 2/2... Discriminator Loss: 0.5823... Generator Loss: 1.3894 Epoch 2/2... Discriminator Loss: 1.0015... Generator Loss: 0.8036 Epoch 2/2... Discriminator Loss: 0.6382... Generator Loss: 1.5469 Epoch 2/2... Discriminator Loss: 1.0902... Generator Loss: 0.7148 Epoch 2/2... Discriminator Loss: 0.7227... Generator Loss: 0.9791 Epoch 2/2... Discriminator Loss: 1.0969... Generator Loss: 0.7200 Epoch 2/2... Discriminator Loss: 0.6768... Generator Loss: 1.8340 Epoch 2/2... Discriminator Loss: 1.0894... Generator Loss: 0.7281 Epoch 2/2... Discriminator Loss: 0.9550... Generator Loss: 0.8111 Epoch 2/2... Discriminator Loss: 0.6860... Generator Loss: 1.1594 Epoch 2/2... Discriminator Loss: 1.7877... Generator Loss: 0.2692 Epoch 2/2... Discriminator Loss: 0.5234... Generator Loss: 2.2827 Epoch 2/2... Discriminator Loss: 0.5074... Generator Loss: 1.4110 Epoch 2/2... Discriminator Loss: 1.4921... Generator Loss: 0.3971 Epoch 2/2... Discriminator Loss: 1.1420... Generator Loss: 0.6021 Epoch 2/2... Discriminator Loss: 1.1379... Generator Loss: 2.1411 Epoch 2/2... Discriminator Loss: 2.1903... Generator Loss: 0.2567 Epoch 2/2... Discriminator Loss: 2.0660... Generator Loss: 3.6310 Epoch 2/2... Discriminator Loss: 1.7881... Generator Loss: 0.4446 Epoch 2/2... Discriminator Loss: 0.7968... Generator Loss: 1.6540 Epoch 2/2... Discriminator Loss: 1.1564... Generator Loss: 1.7744 Epoch 2/2... Discriminator Loss: 1.6220... Generator Loss: 0.3247 Epoch 2/2... Discriminator Loss: 1.1177... Generator Loss: 1.7771 Epoch 2/2... Discriminator Loss: 0.8709... Generator Loss: 1.4404 Epoch 2/2... Discriminator Loss: 1.3479... Generator Loss: 0.5199 Epoch 2/2... Discriminator Loss: 0.9755... Generator Loss: 2.3558 Epoch 2/2... Discriminator Loss: 1.3562... Generator Loss: 0.5030 Epoch 2/2... Discriminator Loss: 0.6926... Generator Loss: 1.4339 Epoch 2/2... Discriminator Loss: 1.4997... Generator Loss: 0.4382 Epoch 2/2... Discriminator Loss: 0.8616... Generator Loss: 1.5675 Epoch 2/2... Discriminator Loss: 1.0494... Generator Loss: 0.7186 Epoch 2/2... Discriminator Loss: 0.9623... Generator Loss: 1.5306 Epoch 2/2... Discriminator Loss: 1.4256... Generator Loss: 0.4016 Epoch 2/2... Discriminator Loss: 1.1767... Generator Loss: 0.6834 Epoch 2/2... Discriminator Loss: 1.1303... Generator Loss: 2.2565 Epoch 2/2... Discriminator Loss: 1.7158... Generator Loss: 0.3164 Epoch 2/2... Discriminator Loss: 0.8400... Generator Loss: 2.9293 Epoch 2/2... Discriminator Loss: 1.2138... Generator Loss: 0.5370 Epoch 2/2... Discriminator Loss: 0.7300... Generator Loss: 1.1478 Epoch 2/2... Discriminator Loss: 0.6579... Generator Loss: 1.7734 Epoch 2/2... Discriminator Loss: 1.3874... Generator Loss: 0.4524 Epoch 2/2... Discriminator Loss: 1.0035... Generator Loss: 0.8574 Epoch 2/2... Discriminator Loss: 1.2628... Generator Loss: 0.5208 Epoch 2/2... Discriminator Loss: 0.9255... Generator Loss: 1.9081 Epoch 2/2... Discriminator Loss: 2.5489... Generator Loss: 0.1285 Epoch 2/2... Discriminator Loss: 0.9537... Generator Loss: 2.4289 Epoch 2/2... Discriminator Loss: 1.3242... Generator Loss: 0.5227 Epoch 2/2... Discriminator Loss: 0.9111... Generator Loss: 0.8147 Epoch 2/2... Discriminator Loss: 0.9292... Generator Loss: 1.1233 Epoch 2/2... Discriminator Loss: 0.7071... Generator Loss: 1.0843 Epoch 2/2... Discriminator Loss: 1.5417... Generator Loss: 0.4423 Epoch 2/2... Discriminator Loss: 0.9649... Generator Loss: 2.3032 Epoch 2/2... Discriminator Loss: 0.9932... Generator Loss: 0.8051 Epoch 2/2... Discriminator Loss: 0.9407... Generator Loss: 0.7391 Epoch 2/2... Discriminator Loss: 0.6263... Generator Loss: 1.4823 Epoch 2/2... Discriminator Loss: 1.4354... Generator Loss: 0.5146 Epoch 2/2... Discriminator Loss: 0.4305... Generator Loss: 2.2614 Epoch 2/2... Discriminator Loss: 0.8082... Generator Loss: 0.9419 Epoch 2/2... Discriminator Loss: 1.7253... Generator Loss: 0.3654 Epoch 2/2... Discriminator Loss: 0.7020... Generator Loss: 1.8371 Epoch 2/2... Discriminator Loss: 1.2112... Generator Loss: 0.5172 Epoch 2/2... Discriminator Loss: 1.0983... Generator Loss: 2.9333 Epoch 2/2... Discriminator Loss: 1.2862... Generator Loss: 0.5507 Epoch 2/2... Discriminator Loss: 1.0121... Generator Loss: 1.6180 Epoch 2/2... Discriminator Loss: 2.2365... Generator Loss: 0.2580 Epoch 2/2... Discriminator Loss: 1.2536... Generator Loss: 3.2569 Epoch 2/2... Discriminator Loss: 0.9275... Generator Loss: 0.8381 Epoch 2/2... Discriminator Loss: 0.8106... Generator Loss: 1.0856 Epoch 2/2... Discriminator Loss: 0.9989... Generator Loss: 1.7589 Epoch 2/2... Discriminator Loss: 1.0635... Generator Loss: 0.6998 Epoch 2/2... Discriminator Loss: 0.9404... Generator Loss: 1.0477 Epoch 2/2... Discriminator Loss: 0.8402... Generator Loss: 1.0759 Epoch 2/2... Discriminator Loss: 0.7659... Generator Loss: 1.1426 Epoch 2/2... Discriminator Loss: 0.9960... Generator Loss: 0.7740 Epoch 2/2... Discriminator Loss: 0.7639... Generator Loss: 1.0502 Epoch 2/2... Discriminator Loss: 0.7667... Generator Loss: 1.4191 Epoch 2/2... Discriminator Loss: 1.4372... Generator Loss: 0.4812
Epoch 2/2... Discriminator Loss: 0.8557... Generator Loss: 1.6831 Epoch 2/2... Discriminator Loss: 0.8714... Generator Loss: 0.9278 Epoch 2/2... Discriminator Loss: 1.2977... Generator Loss: 0.5714 Epoch 2/2... Discriminator Loss: 0.7770... Generator Loss: 1.1118 Epoch 2/2... Discriminator Loss: 1.2401... Generator Loss: 0.5045 Epoch 2/2... Discriminator Loss: 0.7161... Generator Loss: 1.8557 Epoch 2/2... Discriminator Loss: 0.8636... Generator Loss: 0.9979 Epoch 2/2... Discriminator Loss: 1.8163... Generator Loss: 0.3268 Epoch 2/2... Discriminator Loss: 0.8160... Generator Loss: 2.2241 Epoch 2/2... Discriminator Loss: 0.8058... Generator Loss: 1.3937 Epoch 2/2... Discriminator Loss: 0.7747... Generator Loss: 1.0638 Epoch 2/2... Discriminator Loss: 1.1304... Generator Loss: 0.6992 Epoch 2/2... Discriminator Loss: 1.0602... Generator Loss: 1.3658 Epoch 2/2... Discriminator Loss: 1.5071... Generator Loss: 0.3815 Epoch 2/2... Discriminator Loss: 0.7938... Generator Loss: 1.9264 Epoch 2/2... Discriminator Loss: 1.0490... Generator Loss: 0.6894 Epoch 2/2... Discriminator Loss: 1.0858... Generator Loss: 0.6664 Epoch 2/2... Discriminator Loss: 0.8179... Generator Loss: 1.9083 Epoch 2/2... Discriminator Loss: 1.4877... Generator Loss: 0.3879 Epoch 2/2... Discriminator Loss: 1.2820... Generator Loss: 0.5340 Epoch 2/2... Discriminator Loss: 1.0795... Generator Loss: 0.8638 Epoch 2/2... Discriminator Loss: 0.9092... Generator Loss: 0.8361 Epoch 2/2... Discriminator Loss: 0.9984... Generator Loss: 0.8608 Epoch 2/2... Discriminator Loss: 1.5756... Generator Loss: 0.3515 Epoch 2/2... Discriminator Loss: 0.9323... Generator Loss: 1.1340 Epoch 2/2... Discriminator Loss: 1.2254... Generator Loss: 0.6430 Epoch 2/2... Discriminator Loss: 1.3415... Generator Loss: 0.4747 Epoch 2/2... Discriminator Loss: 1.1336... Generator Loss: 0.8217 Epoch 2/2... Discriminator Loss: 1.1494... Generator Loss: 0.6118 Epoch 2/2... Discriminator Loss: 0.9568... Generator Loss: 0.9405 Epoch 2/2... Discriminator Loss: 0.7550... Generator Loss: 1.1905 Epoch 2/2... Discriminator Loss: 1.1365... Generator Loss: 0.5957 Epoch 2/2... Discriminator Loss: 0.5766... Generator Loss: 1.9423 Epoch 2/2... Discriminator Loss: 1.2570... Generator Loss: 0.5459 Epoch 2/2... Discriminator Loss: 0.6605... Generator Loss: 1.3508 Epoch 2/2... Discriminator Loss: 0.7834... Generator Loss: 0.9577 Epoch 2/2... Discriminator Loss: 1.5820... Generator Loss: 0.3536 Epoch 2/2... Discriminator Loss: 0.6180... Generator Loss: 1.8425 Epoch 2/2... Discriminator Loss: 0.9606... Generator Loss: 0.7341 Epoch 2/2... Discriminator Loss: 0.7784... Generator Loss: 0.9149 Epoch 2/2... Discriminator Loss: 0.6686... Generator Loss: 1.2143 Epoch 2/2... Discriminator Loss: 1.8380... Generator Loss: 0.3014 Epoch 2/2... Discriminator Loss: 1.1243... Generator Loss: 2.1673 Epoch 2/2... Discriminator Loss: 2.4240... Generator Loss: 0.2272 Epoch 2/2... Discriminator Loss: 0.9317... Generator Loss: 2.3752 Epoch 2/2... Discriminator Loss: 0.7854... Generator Loss: 1.1177 Epoch 2/2... Discriminator Loss: 1.1718... Generator Loss: 0.6402 Epoch 2/2... Discriminator Loss: 1.1103... Generator Loss: 2.5132 Epoch 2/2... Discriminator Loss: 1.7622... Generator Loss: 0.3790 Epoch 2/2... Discriminator Loss: 0.7811... Generator Loss: 1.2054 Epoch 2/2... Discriminator Loss: 0.6592... Generator Loss: 1.9954 Epoch 2/2... Discriminator Loss: 1.7335... Generator Loss: 0.3897 Epoch 2/2... Discriminator Loss: 0.7749... Generator Loss: 2.0356 Epoch 2/2... Discriminator Loss: 2.2657... Generator Loss: 0.2079 Epoch 2/2... Discriminator Loss: 1.3322... Generator Loss: 3.2584 Epoch 2/2... Discriminator Loss: 1.3428... Generator Loss: 0.5847 Epoch 2/2... Discriminator Loss: 0.8704... Generator Loss: 0.8902 Epoch 2/2... Discriminator Loss: 1.0007... Generator Loss: 0.7544 Epoch 2/2... Discriminator Loss: 1.0730... Generator Loss: 0.6292 Epoch 2/2... Discriminator Loss: 0.6903... Generator Loss: 1.8127 Epoch 2/2... Discriminator Loss: 1.1148... Generator Loss: 0.6593 Epoch 2/2... Discriminator Loss: 0.5049... Generator Loss: 1.6057 Epoch 2/2... Discriminator Loss: 0.7315... Generator Loss: 1.0997 Epoch 2/2... Discriminator Loss: 0.5620... Generator Loss: 1.2355 Epoch 2/2... Discriminator Loss: 0.7430... Generator Loss: 0.9086 Epoch 2/2... Discriminator Loss: 0.9507... Generator Loss: 0.7554 Epoch 2/2... Discriminator Loss: 0.5158... Generator Loss: 1.8037 Epoch 2/2... Discriminator Loss: 1.6751... Generator Loss: 0.2897 Epoch 2/2... Discriminator Loss: 0.8647... Generator Loss: 2.2159 Epoch 2/2... Discriminator Loss: 1.0149... Generator Loss: 0.8532 Epoch 2/2... Discriminator Loss: 0.9629... Generator Loss: 1.0353 Epoch 2/2... Discriminator Loss: 1.0456... Generator Loss: 0.7550 Epoch 2/2... Discriminator Loss: 0.8812... Generator Loss: 1.5264 Epoch 2/2... Discriminator Loss: 1.3107... Generator Loss: 0.4378 Epoch 2/2... Discriminator Loss: 0.5646... Generator Loss: 2.1198 Epoch 2/2... Discriminator Loss: 0.8296... Generator Loss: 0.9638 Epoch 2/2... Discriminator Loss: 0.5176... Generator Loss: 1.5810 Epoch 2/2... Discriminator Loss: 2.5781... Generator Loss: 0.1222 Epoch 2/2... Discriminator Loss: 2.3563... Generator Loss: 5.0515 Epoch 2/2... Discriminator Loss: 1.5829... Generator Loss: 0.5522 Epoch 2/2... Discriminator Loss: 1.0753... Generator Loss: 0.9434 Epoch 2/2... Discriminator Loss: 1.0305... Generator Loss: 1.2923 Epoch 2/2... Discriminator Loss: 0.8759... Generator Loss: 0.8901 Epoch 2/2... Discriminator Loss: 0.4668... Generator Loss: 1.7946 Epoch 2/2... Discriminator Loss: 1.8173... Generator Loss: 0.3071 Epoch 2/2... Discriminator Loss: 0.7330... Generator Loss: 1.6620 Epoch 2/2... Discriminator Loss: 0.5487... Generator Loss: 1.8952 Epoch 2/2... Discriminator Loss: 0.9795... Generator Loss: 0.9070 Epoch 2/2... Discriminator Loss: 0.6064... Generator Loss: 1.2402 Epoch 2/2... Discriminator Loss: 0.6750... Generator Loss: 1.0540 Epoch 2/2... Discriminator Loss: 0.7249... Generator Loss: 1.0420 Epoch 2/2... Discriminator Loss: 0.8973... Generator Loss: 0.8519 Epoch 2/2... Discriminator Loss: 0.7100... Generator Loss: 1.0652 Epoch 2/2... Discriminator Loss: 1.2282... Generator Loss: 0.5804 Epoch 2/2... Discriminator Loss: 4.8871... Generator Loss: 0.0497 Epoch 2/2... Discriminator Loss: 1.0381... Generator Loss: 2.8266 Epoch 2/2... Discriminator Loss: 2.0609... Generator Loss: 0.6487 Epoch 2/2... Discriminator Loss: 0.7843... Generator Loss: 1.5314 Epoch 2/2... Discriminator Loss: 0.8283... Generator Loss: 1.2268 Epoch 2/2... Discriminator Loss: 0.9774... Generator Loss: 1.0837
Epoch 2/2... Discriminator Loss: 1.2504... Generator Loss: 0.7990 Epoch 2/2... Discriminator Loss: 1.3090... Generator Loss: 2.0420 Epoch 2/2... Discriminator Loss: 1.1461... Generator Loss: 0.8192 Epoch 2/2... Discriminator Loss: 1.0970... Generator Loss: 1.3884 Epoch 2/2... Discriminator Loss: 0.9836... Generator Loss: 1.7941 Epoch 2/2... Discriminator Loss: 2.3767... Generator Loss: 0.3220 Epoch 2/2... Discriminator Loss: 1.5528... Generator Loss: 0.7922 Epoch 2/2... Discriminator Loss: 1.1089... Generator Loss: 2.1926 Epoch 2/2... Discriminator Loss: 1.2097... Generator Loss: 0.8848 Epoch 2/2... Discriminator Loss: 1.2206... Generator Loss: 1.3157 Epoch 2/2... Discriminator Loss: 1.0720... Generator Loss: 0.8370 Epoch 2/2... Discriminator Loss: 0.8118... Generator Loss: 2.0378 Epoch 2/2... Discriminator Loss: 0.7299... Generator Loss: 1.1917 Epoch 2/2... Discriminator Loss: 0.6910... Generator Loss: 1.2898 Epoch 2/2... Discriminator Loss: 0.7529... Generator Loss: 1.3310 Epoch 2/2... Discriminator Loss: 1.0742... Generator Loss: 0.9898 Epoch 2/2... Discriminator Loss: 1.1811... Generator Loss: 0.6634 Epoch 2/2... Discriminator Loss: 0.9458... Generator Loss: 1.2670 Epoch 2/2... Discriminator Loss: 0.8000... Generator Loss: 0.9896 Epoch 2/2... Discriminator Loss: 1.0165... Generator Loss: 0.7776 Epoch 2/2... Discriminator Loss: 1.3838... Generator Loss: 0.5057 Epoch 2/2... Discriminator Loss: 1.0384... Generator Loss: 1.4440 Epoch 2/2... Discriminator Loss: 1.0812... Generator Loss: 0.7581 Epoch 2/2... Discriminator Loss: 0.7084... Generator Loss: 1.3340 Epoch 2/2... Discriminator Loss: 0.7579... Generator Loss: 0.9987 Epoch 2/2... Discriminator Loss: 1.0349... Generator Loss: 0.6095 Epoch 2/2... Discriminator Loss: 1.0194... Generator Loss: 0.7807 Epoch 2/2... Discriminator Loss: 1.1114... Generator Loss: 0.9170 Epoch 2/2... Discriminator Loss: 1.0949... Generator Loss: 0.6457 Epoch 2/2... Discriminator Loss: 0.9305... Generator Loss: 1.1435 Epoch 2/2... Discriminator Loss: 1.2448... Generator Loss: 0.5930 Epoch 2/2... Discriminator Loss: 0.7474... Generator Loss: 1.5725 Epoch 2/2... Discriminator Loss: 0.5840... Generator Loss: 1.4634 Epoch 2/2... Discriminator Loss: 1.3636... Generator Loss: 0.4121 Epoch 2/2... Discriminator Loss: 0.9106... Generator Loss: 1.5587 Epoch 2/2... Discriminator Loss: 1.2049... Generator Loss: 0.6116 Epoch 2/2... Discriminator Loss: 0.7284... Generator Loss: 1.1516 Epoch 2/2... Discriminator Loss: 1.1660... Generator Loss: 0.6125 Epoch 2/2... Discriminator Loss: 0.8673... Generator Loss: 1.3969 Epoch 2/2... Discriminator Loss: 1.3653... Generator Loss: 0.4367 Epoch 2/2... Discriminator Loss: 0.6666... Generator Loss: 1.7139 Epoch 2/2... Discriminator Loss: 0.9070... Generator Loss: 0.8111 Epoch 2/2... Discriminator Loss: 0.7822... Generator Loss: 0.9618 Epoch 2/2... Discriminator Loss: 0.9086... Generator Loss: 1.0413 Epoch 2/2... Discriminator Loss: 0.7742... Generator Loss: 0.8682 Epoch 2/2... Discriminator Loss: 0.7240... Generator Loss: 1.0337 Epoch 2/2... Discriminator Loss: 0.7816... Generator Loss: 1.0449 Epoch 2/2... Discriminator Loss: 1.4427... Generator Loss: 0.4314 Epoch 2/2... Discriminator Loss: 1.3623... Generator Loss: 0.4658 Epoch 2/2... Discriminator Loss: 0.9583... Generator Loss: 1.6147 Epoch 2/2... Discriminator Loss: 1.2710... Generator Loss: 0.5708 Epoch 2/2... Discriminator Loss: 1.1249... Generator Loss: 0.8683 Epoch 2/2... Discriminator Loss: 1.2117... Generator Loss: 0.5566 Epoch 2/2... Discriminator Loss: 0.8909... Generator Loss: 1.1999 Epoch 2/2... Discriminator Loss: 0.8930... Generator Loss: 0.8454 Epoch 2/2... Discriminator Loss: 0.9363... Generator Loss: 0.7595 Epoch 2/2... Discriminator Loss: 0.8786... Generator Loss: 0.7988 Epoch 2/2... Discriminator Loss: 0.9914... Generator Loss: 0.6871 Epoch 2/2... Discriminator Loss: 0.9029... Generator Loss: 0.8271 Epoch 2/2... Discriminator Loss: 0.8611... Generator Loss: 1.0915 Epoch 2/2... Discriminator Loss: 0.9325... Generator Loss: 0.8291 Epoch 2/2... Discriminator Loss: 0.9156... Generator Loss: 0.9505 Epoch 2/2... Discriminator Loss: 0.9916... Generator Loss: 0.8454 Epoch 2/2... Discriminator Loss: 0.9296... Generator Loss: 0.7856 Epoch 2/2... Discriminator Loss: 0.7817... Generator Loss: 1.4215 Epoch 2/2... Discriminator Loss: 1.1639... Generator Loss: 0.5966 Epoch 2/2... Discriminator Loss: 0.7842... Generator Loss: 1.0011 Epoch 2/2... Discriminator Loss: 0.7074... Generator Loss: 1.4093 Epoch 2/2... Discriminator Loss: 1.1987... Generator Loss: 0.6256 Epoch 2/2... Discriminator Loss: 0.8863... Generator Loss: 1.5923 Epoch 2/2... Discriminator Loss: 1.3327... Generator Loss: 0.4665 Epoch 2/2... Discriminator Loss: 0.8232... Generator Loss: 0.9240 Epoch 2/2... Discriminator Loss: 0.6052... Generator Loss: 1.6247 Epoch 2/2... Discriminator Loss: 0.7461... Generator Loss: 0.9129 Output after epoch: 2
Run your GANs on CelebA. It will take around 20 minutes on the average GPU to run one epoch. You can run the whole epoch or stop when it starts to generate realistic faces.
batch_size = 64
z_dim = 100
learning_rate = 0.002
beta1 = 0.5
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
epochs = 1
celeba_dataset = helper.Dataset('celeba', glob(os.path.join(data_dir, 'img_align_celeba/*.jpg')))
with tf.Graph().as_default():
train(epochs, batch_size, z_dim, learning_rate, beta1, celeba_dataset.get_batches,
celeba_dataset.shape, celeba_dataset.image_mode)
Epoch 1/1... Discriminator Loss: 15.6470... Generator Loss: 0.0000 Epoch 1/1... Discriminator Loss: 3.7631... Generator Loss: 14.7864 Epoch 1/1... Discriminator Loss: 14.2372... Generator Loss: 0.0000 Epoch 1/1... Discriminator Loss: 0.3086... Generator Loss: 7.1124 Epoch 1/1... Discriminator Loss: 0.2654... Generator Loss: 3.1786 Epoch 1/1... Discriminator Loss: 19.3873... Generator Loss: 0.0000 Epoch 1/1... Discriminator Loss: 2.1525... Generator Loss: 2.4735 Epoch 1/1... Discriminator Loss: 0.2086... Generator Loss: 2.2542 Epoch 1/1... Discriminator Loss: 0.4203... Generator Loss: 1.1796 Epoch 1/1... Discriminator Loss: 0.1006... Generator Loss: 3.5308 Epoch 1/1... Discriminator Loss: 0.3408... Generator Loss: 1.4305 Epoch 1/1... Discriminator Loss: 0.1504... Generator Loss: 4.1274 Epoch 1/1... Discriminator Loss: 0.5347... Generator Loss: 1.1696 Epoch 1/1... Discriminator Loss: 0.3186... Generator Loss: 6.0924 Epoch 1/1... Discriminator Loss: 2.3598... Generator Loss: 0.1696 Epoch 1/1... Discriminator Loss: 3.7609... Generator Loss: 16.5948 Epoch 1/1... Discriminator Loss: 0.2707... Generator Loss: 12.6460 Epoch 1/1... Discriminator Loss: 0.1187... Generator Loss: 4.6683 Epoch 1/1... Discriminator Loss: 3.0854... Generator Loss: 0.0697 Epoch 1/1... Discriminator Loss: 0.6597... Generator Loss: 10.3374 Epoch 1/1... Discriminator Loss: 0.4237... Generator Loss: 6.5651 Epoch 1/1... Discriminator Loss: 0.1965... Generator Loss: 2.6109 Epoch 1/1... Discriminator Loss: 0.5140... Generator Loss: 1.0029 Epoch 1/1... Discriminator Loss: 0.0674... Generator Loss: 5.5653 Epoch 1/1... Discriminator Loss: 0.1412... Generator Loss: 4.0860 Epoch 1/1... Discriminator Loss: 0.8743... Generator Loss: 0.7959 Epoch 1/1... Discriminator Loss: 0.7278... Generator Loss: 8.5874 Epoch 1/1... Discriminator Loss: 0.2791... Generator Loss: 7.1334 Epoch 1/1... Discriminator Loss: 1.0462... Generator Loss: 1.5370 Epoch 1/1... Discriminator Loss: 1.6435... Generator Loss: 2.3365 Epoch 1/1... Discriminator Loss: 3.7989... Generator Loss: 7.5754 Epoch 1/1... Discriminator Loss: 2.1801... Generator Loss: 1.8574 Epoch 1/1... Discriminator Loss: 1.7136... Generator Loss: 0.4290 Epoch 1/1... Discriminator Loss: 0.2237... Generator Loss: 4.8580 Epoch 1/1... Discriminator Loss: 0.9213... Generator Loss: 2.6079 Epoch 1/1... Discriminator Loss: 1.0206... Generator Loss: 1.5567 Epoch 1/1... Discriminator Loss: 0.5642... Generator Loss: 1.8658 Epoch 1/1... Discriminator Loss: 0.2843... Generator Loss: 2.6378 Epoch 1/1... Discriminator Loss: 2.1416... Generator Loss: 0.2549 Epoch 1/1... Discriminator Loss: 5.4868... Generator Loss: 9.2971 Epoch 1/1... Discriminator Loss: 0.6335... Generator Loss: 3.5855 Epoch 1/1... Discriminator Loss: 3.2434... Generator Loss: 0.5535 Epoch 1/1... Discriminator Loss: 0.6516... Generator Loss: 1.3695 Epoch 1/1... Discriminator Loss: 0.9882... Generator Loss: 3.8542 Epoch 1/1... Discriminator Loss: 0.7921... 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Epoch 1/1... Discriminator Loss: 1.0154... Generator Loss: 0.8604 Epoch 1/1... Discriminator Loss: 1.1889... Generator Loss: 1.8643 Epoch 1/1... Discriminator Loss: 1.1893... Generator Loss: 0.4508 Epoch 1/1... Discriminator Loss: 1.4247... Generator Loss: 3.1676 Epoch 1/1... Discriminator Loss: 0.5221... Generator Loss: 1.3203 Epoch 1/1... Discriminator Loss: 0.8162... Generator Loss: 0.8462 Epoch 1/1... Discriminator Loss: 0.8729... Generator Loss: 2.0221 Epoch 1/1... Discriminator Loss: 1.2343... Generator Loss: 0.5785 Epoch 1/1... Discriminator Loss: 2.2843... Generator Loss: 2.8473 Epoch 1/1... Discriminator Loss: 2.0700... Generator Loss: 0.2435 Epoch 1/1... Discriminator Loss: 1.4206... Generator Loss: 2.9056 Epoch 1/1... Discriminator Loss: 1.0143... Generator Loss: 0.8262 Epoch 1/1... Discriminator Loss: 0.9079... Generator Loss: 0.9825 Epoch 1/1... Discriminator Loss: 0.7992... Generator Loss: 1.7330 Epoch 1/1... Discriminator Loss: 0.7767... 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Generator Loss: 0.8360 Epoch 1/1... Discriminator Loss: 1.0521... Generator Loss: 1.5177 Epoch 1/1... Discriminator Loss: 1.2326... Generator Loss: 0.5202 Epoch 1/1... Discriminator Loss: 0.8983... Generator Loss: 1.6041 Epoch 1/1... Discriminator Loss: 1.1361... Generator Loss: 0.7594 Epoch 1/1... Discriminator Loss: 1.2546... Generator Loss: 1.0570 Epoch 1/1... Discriminator Loss: 1.5779... Generator Loss: 0.4634 Epoch 1/1... Discriminator Loss: 2.0525... Generator Loss: 2.7616 Epoch 1/1... Discriminator Loss: 1.6746... Generator Loss: 0.3283 Epoch 1/1... Discriminator Loss: 1.1480... Generator Loss: 1.4492 Epoch 1/1... Discriminator Loss: 1.1842... Generator Loss: 0.9007 Epoch 1/1... Discriminator Loss: 0.8728... Generator Loss: 2.0777 Epoch 1/1... Discriminator Loss: 0.8402... Generator Loss: 1.1560 Epoch 1/1... Discriminator Loss: 0.7596... Generator Loss: 1.1002 Epoch 1/1... Discriminator Loss: 0.8960... Generator Loss: 1.4572 Epoch 1/1... Discriminator Loss: 1.2857... 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Generator Loss: 0.6180 Epoch 1/1... Discriminator Loss: 1.3923... Generator Loss: 1.0668 Epoch 1/1... Discriminator Loss: 1.2913... Generator Loss: 0.7228 Epoch 1/1... Discriminator Loss: 1.0911... Generator Loss: 0.8527 Epoch 1/1... Discriminator Loss: 1.1890... Generator Loss: 1.0270 Epoch 1/1... Discriminator Loss: 1.0832... Generator Loss: 0.9495 Epoch 1/1... Discriminator Loss: 0.9888... Generator Loss: 1.1815 Epoch 1/1... Discriminator Loss: 1.1093... Generator Loss: 0.7084 Epoch 1/1... Discriminator Loss: 1.2241... Generator Loss: 2.4499 Epoch 1/1... Discriminator Loss: 1.4107... Generator Loss: 0.4232 Epoch 1/1... Discriminator Loss: 1.3890... Generator Loss: 2.0070 Epoch 1/1... Discriminator Loss: 1.3041... Generator Loss: 0.7936 Epoch 1/1... Discriminator Loss: 1.4274... Generator Loss: 0.6940 Epoch 1/1... Discriminator Loss: 1.5193... Generator Loss: 1.2880 Epoch 1/1... Discriminator Loss: 1.3825... Generator Loss: 0.5700 Epoch 1/1... Discriminator Loss: 1.3775... 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Epoch 1/1... Discriminator Loss: 1.7785... Generator Loss: 0.9924 Epoch 1/1... Discriminator Loss: 1.3677... Generator Loss: 0.6893 Epoch 1/1... Discriminator Loss: 1.9730... Generator Loss: 2.4495 Epoch 1/1... Discriminator Loss: 2.5487... Generator Loss: 0.1509 Epoch 1/1... Discriminator Loss: 1.7365... Generator Loss: 2.3259 Epoch 1/1... Discriminator Loss: 0.8761... Generator Loss: 1.3328 Epoch 1/1... Discriminator Loss: 0.9628... Generator Loss: 0.6602 Epoch 1/1... Discriminator Loss: 0.8969... Generator Loss: 1.2472 Epoch 1/1... Discriminator Loss: 1.1634... Generator Loss: 1.0316 Epoch 1/1... Discriminator Loss: 1.4232... Generator Loss: 0.5409 Epoch 1/1... Discriminator Loss: 1.3473... Generator Loss: 0.9817 Epoch 1/1... Discriminator Loss: 1.3908... Generator Loss: 0.7215 Epoch 1/1... Discriminator Loss: 1.3172... Generator Loss: 0.6388 Epoch 1/1... Discriminator Loss: 1.3845... Generator Loss: 1.2387 Epoch 1/1... Discriminator Loss: 1.2354... 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Generator Loss: 1.2939 Epoch 1/1... Discriminator Loss: 0.9594... Generator Loss: 0.8759 Epoch 1/1... Discriminator Loss: 0.8489... Generator Loss: 2.2279 Epoch 1/1... Discriminator Loss: 1.2696... Generator Loss: 0.5843 Epoch 1/1... Discriminator Loss: 1.0044... Generator Loss: 2.0623 Epoch 1/1... Discriminator Loss: 0.6970... Generator Loss: 1.0078 Epoch 1/1... Discriminator Loss: 1.0121... Generator Loss: 1.6616 Epoch 1/1... Discriminator Loss: 1.5813... Generator Loss: 0.3027 Epoch 1/1... Discriminator Loss: 3.7974... Generator Loss: 4.8520 Epoch 1/1... Discriminator Loss: 1.1088... Generator Loss: 1.5938 Epoch 1/1... Discriminator Loss: 1.7156... Generator Loss: 0.3058 Epoch 1/1... Discriminator Loss: 2.2037... Generator Loss: 3.1682 Epoch 1/1... Discriminator Loss: 1.0086... Generator Loss: 1.0044 Epoch 1/1... Discriminator Loss: 1.3127... Generator Loss: 0.4593 Epoch 1/1... Discriminator Loss: 1.3575... Generator Loss: 1.6390 Epoch 1/1... Discriminator Loss: 1.2191... 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Epoch 1/1... Discriminator Loss: 1.1014... Generator Loss: 1.9884 Epoch 1/1... Discriminator Loss: 0.9018... Generator Loss: 0.7059 Epoch 1/1... Discriminator Loss: 0.9149... Generator Loss: 0.8127 Epoch 1/1... Discriminator Loss: 0.7120... Generator Loss: 1.7835 Epoch 1/1... Discriminator Loss: 0.7511... Generator Loss: 1.1022 Epoch 1/1... Discriminator Loss: 1.0395... Generator Loss: 0.7079 Epoch 1/1... Discriminator Loss: 1.2176... Generator Loss: 1.9043 Epoch 1/1... Discriminator Loss: 1.4610... Generator Loss: 0.3634 Epoch 1/1... Discriminator Loss: 1.3124... Generator Loss: 1.9765 Epoch 1/1... Discriminator Loss: 1.0808... Generator Loss: 0.8775 Epoch 1/1... Discriminator Loss: 1.3771... Generator Loss: 0.5985 Epoch 1/1... Discriminator Loss: 1.5425... Generator Loss: 0.5680 Epoch 1/1... Discriminator Loss: 1.3335... Generator Loss: 1.3198 Epoch 1/1... Discriminator Loss: 1.3820... Generator Loss: 0.5599 Epoch 1/1... Discriminator Loss: 1.2314... 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Generator Loss: 1.6821 Epoch 1/1... Discriminator Loss: 0.6976... Generator Loss: 1.0226 Epoch 1/1... Discriminator Loss: 0.7896... Generator Loss: 1.0787 Epoch 1/1... Discriminator Loss: 0.7039... Generator Loss: 1.5302 Epoch 1/1... Discriminator Loss: 1.0838... Generator Loss: 0.6223 Epoch 1/1... Discriminator Loss: 1.5027... Generator Loss: 2.7043 Epoch 1/1... Discriminator Loss: 1.5232... Generator Loss: 0.3970 Epoch 1/1... Discriminator Loss: 1.0319... Generator Loss: 2.1132 Epoch 1/1... Discriminator Loss: 1.1206... Generator Loss: 0.8272 Epoch 1/1... Discriminator Loss: 0.8352... Generator Loss: 1.4107 Epoch 1/1... Discriminator Loss: 1.4770... Generator Loss: 0.4082 Epoch 1/1... Discriminator Loss: 1.6968... Generator Loss: 2.4817 Epoch 1/1... Discriminator Loss: 1.2313... Generator Loss: 0.7303 Epoch 1/1... Discriminator Loss: 0.8946... Generator Loss: 0.9210 Epoch 1/1... Discriminator Loss: 0.7322... Generator Loss: 1.6380 Epoch 1/1... Discriminator Loss: 0.9902... 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Epoch 1/1... Discriminator Loss: 1.1726... Generator Loss: 0.4800 Epoch 1/1... Discriminator Loss: 1.0965... Generator Loss: 1.8558 Epoch 1/1... Discriminator Loss: 0.9252... Generator Loss: 0.6496 Epoch 1/1... Discriminator Loss: 0.4196... Generator Loss: 1.4076 Epoch 1/1... Discriminator Loss: 0.7903... Generator Loss: 1.6763 Epoch 1/1... Discriminator Loss: 0.5898... Generator Loss: 1.0238 Epoch 1/1... Discriminator Loss: 0.6051... Generator Loss: 1.6789 Epoch 1/1... Discriminator Loss: 0.8535... Generator Loss: 0.7717 Epoch 1/1... Discriminator Loss: 0.8838... Generator Loss: 1.6180 Epoch 1/1... Discriminator Loss: 0.9278... Generator Loss: 0.9964 Epoch 1/1... Discriminator Loss: 0.7674... Generator Loss: 2.8185 Epoch 1/1... Discriminator Loss: 1.7100... Generator Loss: 0.3157 Epoch 1/1... Discriminator Loss: 3.3252... Generator Loss: 5.2552 Epoch 1/1... Discriminator Loss: 1.6382... Generator Loss: 0.8876 Epoch 1/1... Discriminator Loss: 1.1110... 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Epoch 1/1... Discriminator Loss: 1.1587... Generator Loss: 0.6238 Epoch 1/1... Discriminator Loss: 0.8336... Generator Loss: 1.0701 Epoch 1/1... Discriminator Loss: 0.8193... Generator Loss: 2.5329 Epoch 1/1... Discriminator Loss: 1.1308... Generator Loss: 0.5387 Epoch 1/1... Discriminator Loss: 0.9769... Generator Loss: 2.2276 Epoch 1/1... Discriminator Loss: 0.8386... Generator Loss: 1.0792 Epoch 1/1... Discriminator Loss: 1.0730... Generator Loss: 0.6584 Epoch 1/1... Discriminator Loss: 2.1478... Generator Loss: 3.2601 Epoch 1/1... Discriminator Loss: 1.2711... Generator Loss: 0.6671 Epoch 1/1... Discriminator Loss: 0.9747... Generator Loss: 1.9058 Epoch 1/1... Discriminator Loss: 0.9003... Generator Loss: 1.0792 Epoch 1/1... Discriminator Loss: 1.0304... Generator Loss: 0.9984 Epoch 1/1... Discriminator Loss: 0.8218... Generator Loss: 1.1893 Epoch 1/1... Discriminator Loss: 0.7383... Generator Loss: 1.3475 Epoch 1/1... Discriminator Loss: 0.9018... 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Epoch 1/1... Discriminator Loss: 1.0846... Generator Loss: 0.8321 Epoch 1/1... Discriminator Loss: 1.0038... Generator Loss: 1.4709 Epoch 1/1... Discriminator Loss: 1.6022... Generator Loss: 0.4553 Epoch 1/1... Discriminator Loss: 3.2236... Generator Loss: 5.2871 Epoch 1/1... Discriminator Loss: 0.7690... Generator Loss: 1.1983 Epoch 1/1... Discriminator Loss: 1.7047... Generator Loss: 0.4073 Epoch 1/1... Discriminator Loss: 0.7813... Generator Loss: 2.6716 Epoch 1/1... Discriminator Loss: 0.6004... Generator Loss: 1.4177 Epoch 1/1... Discriminator Loss: 1.1550... Generator Loss: 0.6098 Epoch 1/1... Discriminator Loss: 0.8536... Generator Loss: 1.4959 Epoch 1/1... Discriminator Loss: 0.9166... Generator Loss: 1.3131 Epoch 1/1... Discriminator Loss: 1.0958... Generator Loss: 0.9707 Epoch 1/1... Discriminator Loss: 0.9802... Generator Loss: 0.9731 Epoch 1/1... Discriminator Loss: 1.0436... Generator Loss: 1.1996 Epoch 1/1... Discriminator Loss: 1.0692... 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Epoch 1/1... Discriminator Loss: 0.7461... Generator Loss: 1.3300 Epoch 1/1... Discriminator Loss: 0.8611... Generator Loss: 0.9607 Epoch 1/1... Discriminator Loss: 1.4084... Generator Loss: 1.2345 Epoch 1/1... Discriminator Loss: 0.7827... Generator Loss: 1.1576 Epoch 1/1... Discriminator Loss: 1.1209... Generator Loss: 0.8210 Epoch 1/1... Discriminator Loss: 1.0305... Generator Loss: 0.7602 Epoch 1/1... Discriminator Loss: 1.0811... Generator Loss: 1.6559 Epoch 1/1... Discriminator Loss: 1.0494... Generator Loss: 0.7018 Epoch 1/1... Discriminator Loss: 0.7705... Generator Loss: 3.0024 Epoch 1/1... Discriminator Loss: 1.0136... Generator Loss: 0.6491 Epoch 1/1... Discriminator Loss: 1.1358... Generator Loss: 2.1728 Epoch 1/1... Discriminator Loss: 1.3295... Generator Loss: 0.4350 Epoch 1/1... Discriminator Loss: 2.4670... Generator Loss: 3.2943 Epoch 1/1... Discriminator Loss: 1.6167... Generator Loss: 0.3279 Epoch 1/1... Discriminator Loss: 0.9223... 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Generator Loss: 1.1675 Epoch 1/1... Discriminator Loss: 0.7726... Generator Loss: 1.3792 Epoch 1/1... Discriminator Loss: 1.0032... Generator Loss: 0.6921 Epoch 1/1... Discriminator Loss: 1.1137... Generator Loss: 1.3810 Epoch 1/1... Discriminator Loss: 1.6405... Generator Loss: 0.4515 Epoch 1/1... Discriminator Loss: 0.9380... Generator Loss: 0.8203 Epoch 1/1... Discriminator Loss: 1.1024... Generator Loss: 1.2794 Epoch 1/1... Discriminator Loss: 0.8236... Generator Loss: 1.1328 Epoch 1/1... Discriminator Loss: 1.0957... Generator Loss: 0.8959 Epoch 1/1... Discriminator Loss: 1.1534... Generator Loss: 1.4167 Epoch 1/1... Discriminator Loss: 1.1338... Generator Loss: 0.7072 Epoch 1/1... Discriminator Loss: 1.1530... Generator Loss: 2.0711 Epoch 1/1... Discriminator Loss: 1.7313... Generator Loss: 0.2888 Epoch 1/1... Discriminator Loss: 1.0186... Generator Loss: 2.2067 Epoch 1/1... Discriminator Loss: 0.8837... Generator Loss: 1.0073 Epoch 1/1... Discriminator Loss: 0.8783... 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Generator Loss: 1.3962 Epoch 1/1... Discriminator Loss: 0.9698... Generator Loss: 0.8953 Epoch 1/1... Discriminator Loss: 0.8433... Generator Loss: 0.9928 Epoch 1/1... Discriminator Loss: 0.9793... Generator Loss: 1.3016 Epoch 1/1... Discriminator Loss: 0.9286... Generator Loss: 1.0563 Epoch 1/1... Discriminator Loss: 1.2541... Generator Loss: 0.5546 Epoch 1/1... Discriminator Loss: 1.8145... Generator Loss: 2.1237 Epoch 1/1... Discriminator Loss: 2.3736... Generator Loss: 0.1342 Epoch 1/1... Discriminator Loss: 2.1490... Generator Loss: 3.0653 Epoch 1/1... Discriminator Loss: 0.8738... Generator Loss: 1.1874 Epoch 1/1... Discriminator Loss: 1.0871... Generator Loss: 0.7699 Epoch 1/1... Discriminator Loss: 1.1177... Generator Loss: 1.6142 Epoch 1/1... Discriminator Loss: 1.1564... Generator Loss: 0.9881 Epoch 1/1... Discriminator Loss: 1.2728... Generator Loss: 0.9776 Epoch 1/1... Discriminator Loss: 1.2341... Generator Loss: 1.0217 Epoch 1/1... Discriminator Loss: 1.1454... 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Epoch 1/1... Discriminator Loss: 0.9934... Generator Loss: 1.1892 Epoch 1/1... Discriminator Loss: 0.8332... Generator Loss: 1.0083 Epoch 1/1... Discriminator Loss: 0.8158... Generator Loss: 1.2016 Epoch 1/1... Discriminator Loss: 0.6564... Generator Loss: 1.0474 Epoch 1/1... Discriminator Loss: 0.7569... Generator Loss: 1.0317 Epoch 1/1... Discriminator Loss: 0.5976... Generator Loss: 1.4413 Epoch 1/1... Discriminator Loss: 0.5857... Generator Loss: 2.1248 Epoch 1/1... Discriminator Loss: 0.7975... Generator Loss: 0.8527 Epoch 1/1... Discriminator Loss: 1.2328... Generator Loss: 0.5714 Epoch 1/1... Discriminator Loss: 1.2489... Generator Loss: 2.4380 Epoch 1/1... Discriminator Loss: 1.0219... Generator Loss: 0.7115 Epoch 1/1... Discriminator Loss: 1.2157... Generator Loss: 0.7100 Epoch 1/1... Discriminator Loss: 1.0937... Generator Loss: 0.9187 Epoch 1/1... Discriminator Loss: 1.0343... Generator Loss: 0.9436 Epoch 1/1... Discriminator Loss: 1.0451... 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Epoch 1/1... Discriminator Loss: 0.7669... Generator Loss: 1.1484 Epoch 1/1... Discriminator Loss: 0.7380... Generator Loss: 2.3062 Epoch 1/1... Discriminator Loss: 1.3114... Generator Loss: 0.5832 Epoch 1/1... Discriminator Loss: 0.6501... Generator Loss: 1.4365 Epoch 1/1... Discriminator Loss: 0.9223... Generator Loss: 0.9908 Epoch 1/1... Discriminator Loss: 0.5769... Generator Loss: 1.7902 Epoch 1/1... Discriminator Loss: 1.3204... Generator Loss: 1.0057 Epoch 1/1... Discriminator Loss: 2.2292... Generator Loss: 0.1655 Epoch 1/1... Discriminator Loss: 3.0712... Generator Loss: 4.0188 Epoch 1/1... Discriminator Loss: 1.2972... Generator Loss: 1.5350 Epoch 1/1... Discriminator Loss: 1.7056... Generator Loss: 0.3051 Epoch 1/1... Discriminator Loss: 1.0491... Generator Loss: 0.8386 Epoch 1/1... Discriminator Loss: 1.1274... Generator Loss: 1.4506 Epoch 1/1... Discriminator Loss: 1.0733... Generator Loss: 0.8908 Epoch 1/1... Discriminator Loss: 1.0641... 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Epoch 1/1... Discriminator Loss: 1.0738... Generator Loss: 0.9596 Epoch 1/1... Discriminator Loss: 1.2067... Generator Loss: 1.4181 Epoch 1/1... Discriminator Loss: 1.3949... Generator Loss: 0.5874 Epoch 1/1... Discriminator Loss: 1.2073... Generator Loss: 2.1145 Epoch 1/1... Discriminator Loss: 0.9454... Generator Loss: 0.9499 Epoch 1/1... Discriminator Loss: 0.8736... Generator Loss: 1.0751 Epoch 1/1... Discriminator Loss: 1.1735... Generator Loss: 1.3325 Epoch 1/1... Discriminator Loss: 1.3118... Generator Loss: 0.5119 Epoch 1/1... Discriminator Loss: 1.7533... Generator Loss: 2.8652 Epoch 1/1... Discriminator Loss: 1.2542... Generator Loss: 0.6147 Epoch 1/1... Discriminator Loss: 1.0282... Generator Loss: 0.7156 Epoch 1/1... Discriminator Loss: 1.4829... Generator Loss: 2.6774 Epoch 1/1... Discriminator Loss: 1.0052... Generator Loss: 0.9511 Epoch 1/1... Discriminator Loss: 1.3033... Generator Loss: 0.4703 Epoch 1/1... Discriminator Loss: 1.2098... 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Epoch 1/1... Discriminator Loss: 0.9894... Generator Loss: 1.1153 Epoch 1/1... Discriminator Loss: 1.4292... Generator Loss: 2.8172 Epoch 1/1... Discriminator Loss: 1.9610... Generator Loss: 0.2232 Epoch 1/1... Discriminator Loss: 2.6199... Generator Loss: 3.3433 Epoch 1/1... Discriminator Loss: 1.1621... Generator Loss: 0.7082 Epoch 1/1... Discriminator Loss: 1.2899... Generator Loss: 0.4987 Epoch 1/1... Discriminator Loss: 0.9829... Generator Loss: 1.6535 Epoch 1/1... Discriminator Loss: 0.8280... Generator Loss: 1.4134 Epoch 1/1... Discriminator Loss: 1.0430... Generator Loss: 0.6903 Epoch 1/1... Discriminator Loss: 0.8641... Generator Loss: 0.8700 Epoch 1/1... Discriminator Loss: 0.9739... Generator Loss: 1.5524 Epoch 1/1... Discriminator Loss: 1.0511... Generator Loss: 0.6719 Epoch 1/1... Discriminator Loss: 0.9715... Generator Loss: 1.2915 Epoch 1/1... Discriminator Loss: 1.0416... Generator Loss: 0.8688 Epoch 1/1... Discriminator Loss: 1.0523... 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Epoch 1/1... Discriminator Loss: 1.6902... Generator Loss: 0.3036 Epoch 1/1... Discriminator Loss: 0.7997... Generator Loss: 1.0581 Epoch 1/1... Discriminator Loss: 1.1996... Generator Loss: 1.8975 Epoch 1/1... Discriminator Loss: 0.9682... Generator Loss: 1.0394 Epoch 1/1... Discriminator Loss: 1.1064... Generator Loss: 0.6528 Epoch 1/1... Discriminator Loss: 1.0659... Generator Loss: 1.2732 Epoch 1/1... Discriminator Loss: 1.0570... Generator Loss: 0.9600 Epoch 1/1... Discriminator Loss: 1.0659... Generator Loss: 0.8689 Epoch 1/1... Discriminator Loss: 1.1637... Generator Loss: 0.7876 Epoch 1/1... Discriminator Loss: 0.9325... Generator Loss: 1.1704 Epoch 1/1... Discriminator Loss: 1.1085... Generator Loss: 0.9701 Epoch 1/1... Discriminator Loss: 1.0316... Generator Loss: 0.9534 Epoch 1/1... Discriminator Loss: 1.0755... Generator Loss: 1.0452 Epoch 1/1... Discriminator Loss: 1.0974... Generator Loss: 1.7075 Epoch 1/1... Discriminator Loss: 1.2570... 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Epoch 1/1... Discriminator Loss: 1.1969... Generator Loss: 1.9160 Epoch 1/1... Discriminator Loss: 1.2870... Generator Loss: 0.6137 Epoch 1/1... Discriminator Loss: 1.3693... Generator Loss: 0.5132 Epoch 1/1... Discriminator Loss: 1.2793... Generator Loss: 1.4619 Epoch 1/1... Discriminator Loss: 0.9779... Generator Loss: 0.8206 Epoch 1/1... Discriminator Loss: 0.9012... Generator Loss: 1.1888 Epoch 1/1... Discriminator Loss: 1.1008... Generator Loss: 0.7464 Epoch 1/1... Discriminator Loss: 1.3551... Generator Loss: 2.1293 Epoch 1/1... Discriminator Loss: 1.8179... Generator Loss: 0.2668 Epoch 1/1... Discriminator Loss: 0.9447... Generator Loss: 1.5782 Epoch 1/1... Discriminator Loss: 0.8609... Generator Loss: 1.5140 Epoch 1/1... Discriminator Loss: 1.2289... Generator Loss: 0.6469 Epoch 1/1... Discriminator Loss: 0.8425... Generator Loss: 1.7547 Epoch 1/1... Discriminator Loss: 1.2852... Generator Loss: 0.6463 Epoch 1/1... Discriminator Loss: 1.0555... 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Generator Loss: 2.1267 Epoch 1/1... Discriminator Loss: 1.1562... Generator Loss: 0.7493 Epoch 1/1... Discriminator Loss: 1.4376... Generator Loss: 0.5797 Epoch 1/1... Discriminator Loss: 1.5151... Generator Loss: 1.3735 Epoch 1/1... Discriminator Loss: 1.4236... Generator Loss: 0.5273 Epoch 1/1... Discriminator Loss: 1.0680... Generator Loss: 1.7573 Epoch 1/1... Discriminator Loss: 0.9889... Generator Loss: 1.0678 Epoch 1/1... Discriminator Loss: 0.8459... Generator Loss: 1.1050 Epoch 1/1... Discriminator Loss: 0.8853... Generator Loss: 0.9504 Epoch 1/1... Discriminator Loss: 0.7796... Generator Loss: 1.9775 Epoch 1/1... Discriminator Loss: 0.9164... Generator Loss: 0.7877 Epoch 1/1... Discriminator Loss: 1.2373... Generator Loss: 1.3045 Epoch 1/1... Discriminator Loss: 1.5729... Generator Loss: 0.3371 Epoch 1/1... Discriminator Loss: 1.3785... Generator Loss: 2.0957 Epoch 1/1... Discriminator Loss: 1.7137... Generator Loss: 0.3052 Epoch 1/1... Discriminator Loss: 0.6554... Generator Loss: 2.0957 Epoch 1/1... Discriminator Loss: 0.9361... Generator Loss: 1.0224 Epoch 1/1... Discriminator Loss: 0.9288... Generator Loss: 1.2177 Epoch 1/1... Discriminator Loss: 1.0800... Generator Loss: 0.8534 Epoch 1/1... Discriminator Loss: 0.8425... Generator Loss: 1.3946 Epoch 1/1... Discriminator Loss: 1.8373... Generator Loss: 0.3162 Epoch 1/1... Discriminator Loss: 2.2931... Generator Loss: 2.9555 Epoch 1/1... Discriminator Loss: 1.2656... Generator Loss: 0.6997 Epoch 1/1... Discriminator Loss: 1.2928... Generator Loss: 0.6077 Epoch 1/1... Discriminator Loss: 1.0379... Generator Loss: 1.5448 Epoch 1/1... Discriminator Loss: 1.0351... Generator Loss: 0.7770 Epoch 1/1... Discriminator Loss: 1.0742... Generator Loss: 0.8328 Epoch 1/1... Discriminator Loss: 0.7358... Generator Loss: 1.4429 Epoch 1/1... Discriminator Loss: 1.0201... Generator Loss: 0.9588 Epoch 1/1... Discriminator Loss: 0.8427... Generator Loss: 0.9482 Epoch 1/1... Discriminator Loss: 0.8922... Generator Loss: 1.1696 Epoch 1/1... Discriminator Loss: 0.9805... Generator Loss: 0.9052 Epoch 1/1... Discriminator Loss: 0.9292... Generator Loss: 1.2316 Epoch 1/1... Discriminator Loss: 0.8762... Generator Loss: 1.0962 Epoch 1/1... Discriminator Loss: 0.8138... Generator Loss: 1.0315 Epoch 1/1... Discriminator Loss: 0.6332... Generator Loss: 1.6227 Epoch 1/1... Discriminator Loss: 0.8958... Generator Loss: 0.8574 Epoch 1/1... Discriminator Loss: 0.9247... Generator Loss: 1.0839 Epoch 1/1... Discriminator Loss: 0.6324... Generator Loss: 1.2493 Epoch 1/1... Discriminator Loss: 0.8328... Generator Loss: 1.2089 Epoch 1/1... Discriminator Loss: 0.7397... Generator Loss: 1.6127 Epoch 1/1... Discriminator Loss: 0.6471... Generator Loss: 1.1731 Epoch 1/1... Discriminator Loss: 1.2290... Generator Loss: 1.7569 Epoch 1/1... Discriminator Loss: 2.5753... Generator Loss: 0.1423 Epoch 1/1... Discriminator Loss: 2.5714... Generator Loss: 4.1558 Epoch 1/1... Discriminator Loss: 0.8968... 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Epoch 1/1... Discriminator Loss: 1.0911... Generator Loss: 1.6756 Epoch 1/1... Discriminator Loss: 1.0461... Generator Loss: 0.7105 Epoch 1/1... Discriminator Loss: 0.9446... Generator Loss: 1.2149 Epoch 1/1... Discriminator Loss: 0.8179... Generator Loss: 1.2971 Epoch 1/1... Discriminator Loss: 0.9663... Generator Loss: 0.8580 Epoch 1/1... Discriminator Loss: 0.7757... Generator Loss: 1.6874 Epoch 1/1... Discriminator Loss: 1.0476... Generator Loss: 0.6779 Epoch 1/1... Discriminator Loss: 0.8657... Generator Loss: 1.0090 Epoch 1/1... Discriminator Loss: 0.7167... Generator Loss: 1.6788 Epoch 1/1... Discriminator Loss: 1.3656... Generator Loss: 0.4924 Epoch 1/1... Discriminator Loss: 0.9440... Generator Loss: 1.5566 Epoch 1/1... Discriminator Loss: 1.0981... Generator Loss: 0.5602 Epoch 1/1... Discriminator Loss: 0.8122... Generator Loss: 1.9142 Epoch 1/1... Discriminator Loss: 1.4705... Generator Loss: 0.4519 Epoch 1/1... Discriminator Loss: 1.9798... 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Generator Loss: 1.2672 Epoch 1/1... Discriminator Loss: 1.0065... Generator Loss: 1.0999 Epoch 1/1... Discriminator Loss: 1.3284... Generator Loss: 0.6504 Epoch 1/1... Discriminator Loss: 1.0304... Generator Loss: 1.2748 Epoch 1/1... Discriminator Loss: 0.8869... Generator Loss: 0.9376 Epoch 1/1... Discriminator Loss: 0.9220... Generator Loss: 1.4501 Epoch 1/1... Discriminator Loss: 1.7025... Generator Loss: 0.3645 Epoch 1/1... Discriminator Loss: 1.5237... Generator Loss: 3.1706 Epoch 1/1... Discriminator Loss: 1.4164... Generator Loss: 0.4192 Epoch 1/1... Discriminator Loss: 1.1412... Generator Loss: 1.5291 Epoch 1/1... Discriminator Loss: 0.9130... Generator Loss: 0.9635 Epoch 1/1... Discriminator Loss: 0.7806... Generator Loss: 1.1679 Epoch 1/1... Discriminator Loss: 0.6580... Generator Loss: 1.5942 Epoch 1/1... Discriminator Loss: 0.9870... Generator Loss: 0.8574 Epoch 1/1... Discriminator Loss: 0.9289... Generator Loss: 1.3876 Epoch 1/1... Discriminator Loss: 1.1057... Generator Loss: 0.8661 Epoch 1/1... Discriminator Loss: 2.0478... Generator Loss: 1.7851 Epoch 1/1... Discriminator Loss: 1.4824... Generator Loss: 0.3975 Epoch 1/1... Discriminator Loss: 1.0438... Generator Loss: 1.1030 Epoch 1/1... Discriminator Loss: 0.8505... Generator Loss: 1.4242 Epoch 1/1... Discriminator Loss: 1.0314... Generator Loss: 0.7797 Epoch 1/1... Discriminator Loss: 1.0325... Generator Loss: 1.0952 Epoch 1/1... Discriminator Loss: 0.8222... Generator Loss: 1.1479 Epoch 1/1... Discriminator Loss: 0.9306... Generator Loss: 1.1790 Epoch 1/1... Discriminator Loss: 1.0265... Generator Loss: 0.7721 Epoch 1/1... Discriminator Loss: 1.0596... Generator Loss: 0.8354 Epoch 1/1... Discriminator Loss: 1.0364... Generator Loss: 1.2066 Epoch 1/1... Discriminator Loss: 1.0488... Generator Loss: 0.6962 Epoch 1/1... Discriminator Loss: 1.1274... Generator Loss: 0.7059 Epoch 1/1... Discriminator Loss: 1.0337... Generator Loss: 1.8663 Epoch 1/1... Discriminator Loss: 1.1695... 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Epoch 1/1... Discriminator Loss: 1.1939... Generator Loss: 2.8910 Epoch 1/1... Discriminator Loss: 1.6087... Generator Loss: 0.3579 Epoch 1/1... Discriminator Loss: 0.8441... Generator Loss: 1.4553 Epoch 1/1... Discriminator Loss: 0.8097... Generator Loss: 1.4026 Epoch 1/1... Discriminator Loss: 0.9214... Generator Loss: 0.9404 Epoch 1/1... Discriminator Loss: 1.0308... Generator Loss: 1.2070 Epoch 1/1... Discriminator Loss: 1.0810... Generator Loss: 0.7568 Epoch 1/1... Discriminator Loss: 0.9999... Generator Loss: 2.0340 Epoch 1/1... Discriminator Loss: 1.0910... Generator Loss: 0.5938 Epoch 1/1... Discriminator Loss: 1.5764... Generator Loss: 2.2256 Epoch 1/1... Discriminator Loss: 1.3539... Generator Loss: 0.4727 Epoch 1/1... Discriminator Loss: 1.1336... Generator Loss: 1.5702 Epoch 1/1... Discriminator Loss: 0.9591... Generator Loss: 0.9385 Epoch 1/1... Discriminator Loss: 1.0646... Generator Loss: 0.6149 Epoch 1/1... Discriminator Loss: 1.0114... 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Generator Loss: 0.9380 Epoch 1/1... Discriminator Loss: 0.9926... Generator Loss: 0.9415 Epoch 1/1... Discriminator Loss: 1.0635... Generator Loss: 1.0286 Epoch 1/1... Discriminator Loss: 0.7454... Generator Loss: 1.1007 Epoch 1/1... Discriminator Loss: 0.7792... Generator Loss: 1.8007 Epoch 1/1... Discriminator Loss: 1.2001... Generator Loss: 0.5391 Epoch 1/1... Discriminator Loss: 1.4356... Generator Loss: 1.9281 Epoch 1/1... Discriminator Loss: 1.2867... Generator Loss: 0.5126 Epoch 1/1... Discriminator Loss: 0.8898... Generator Loss: 1.7935 Epoch 1/1... Discriminator Loss: 0.7290... Generator Loss: 1.2678 Epoch 1/1... Discriminator Loss: 1.1635... Generator Loss: 0.5357 Epoch 1/1... Discriminator Loss: 1.1742... Generator Loss: 1.7803 Epoch 1/1... Discriminator Loss: 1.0854... Generator Loss: 1.2438 Epoch 1/1... Discriminator Loss: 1.4410... Generator Loss: 0.4500 Epoch 1/1... Discriminator Loss: 1.1459... Generator Loss: 1.0937 Epoch 1/1... Discriminator Loss: 1.0753... 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Epoch 1/1... Discriminator Loss: 1.1218... Generator Loss: 0.8729 Epoch 1/1... Discriminator Loss: 0.5539... Generator Loss: 1.4412 Epoch 1/1... Discriminator Loss: 0.9050... Generator Loss: 1.4408 Epoch 1/1... Discriminator Loss: 1.7448... Generator Loss: 0.3595 Epoch 1/1... Discriminator Loss: 1.4015... Generator Loss: 1.9589 Epoch 1/1... Discriminator Loss: 1.5123... Generator Loss: 0.4828 Epoch 1/1... Discriminator Loss: 1.4958... Generator Loss: 1.5003 Epoch 1/1... Discriminator Loss: 1.6597... Generator Loss: 0.4226 Epoch 1/1... Discriminator Loss: 1.1563... Generator Loss: 0.8565 Epoch 1/1... Discriminator Loss: 1.0757... Generator Loss: 1.4850 Epoch 1/1... Discriminator Loss: 1.3699... Generator Loss: 0.4692 Epoch 1/1... Discriminator Loss: 0.9570... Generator Loss: 1.8554 Epoch 1/1... Discriminator Loss: 0.9011... Generator Loss: 1.0003 Epoch 1/1... Discriminator Loss: 1.4029... Generator Loss: 0.5347 Epoch 1/1... Discriminator Loss: 1.0482... 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Generator Loss: 0.2827 Epoch 1/1... Discriminator Loss: 0.8265... Generator Loss: 1.5095 Epoch 1/1... Discriminator Loss: 1.0081... Generator Loss: 1.3147 Epoch 1/1... Discriminator Loss: 0.8072... Generator Loss: 1.1531 Epoch 1/1... Discriminator Loss: 0.9343... Generator Loss: 0.9611 Epoch 1/1... Discriminator Loss: 0.9552... Generator Loss: 1.2854 Epoch 1/1... Discriminator Loss: 1.3582... Generator Loss: 0.5002 Epoch 1/1... Discriminator Loss: 1.3398... Generator Loss: 2.0992 Epoch 1/1... Discriminator Loss: 1.3258... Generator Loss: 0.5664 Epoch 1/1... Discriminator Loss: 0.8695... Generator Loss: 1.0645 Epoch 1/1... Discriminator Loss: 0.9131... Generator Loss: 1.5143 Epoch 1/1... Discriminator Loss: 1.2749... Generator Loss: 1.5281 Epoch 1/1... Discriminator Loss: 1.5924... Generator Loss: 0.3756 Epoch 1/1... Discriminator Loss: 1.7126... Generator Loss: 1.4749 Epoch 1/1... Discriminator Loss: 1.4741... Generator Loss: 0.3959 Epoch 1/1... Discriminator Loss: 1.3844... 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Generator Loss: 1.0152 Epoch 1/1... Discriminator Loss: 1.0964... Generator Loss: 0.7432 Epoch 1/1... Discriminator Loss: 1.0804... Generator Loss: 1.3572 Epoch 1/1... Discriminator Loss: 1.2203... Generator Loss: 0.5753 Epoch 1/1... Discriminator Loss: 1.3985... Generator Loss: 1.8405 Epoch 1/1... Discriminator Loss: 1.3507... Generator Loss: 0.6095 Epoch 1/1... Discriminator Loss: 1.4220... Generator Loss: 0.4499 Epoch 1/1... Discriminator Loss: 1.2430... Generator Loss: 1.6825 Epoch 1/1... Discriminator Loss: 1.3555... Generator Loss: 0.5176 Epoch 1/1... Discriminator Loss: 1.1930... Generator Loss: 1.0417 Epoch 1/1... Discriminator Loss: 1.0003... Generator Loss: 1.2169 Epoch 1/1... Discriminator Loss: 1.1717... Generator Loss: 0.6083 Epoch 1/1... Discriminator Loss: 1.1417... Generator Loss: 1.2977 Epoch 1/1... Discriminator Loss: 0.9186... Generator Loss: 1.0800 Epoch 1/1... Discriminator Loss: 1.2351... Generator Loss: 0.5874 Epoch 1/1... Discriminator Loss: 1.1705... 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Epoch 1/1... Discriminator Loss: 0.9609... Generator Loss: 1.2661 Epoch 1/1... Discriminator Loss: 0.9978... Generator Loss: 1.0431 Epoch 1/1... Discriminator Loss: 1.0868... Generator Loss: 0.6815 Epoch 1/1... Discriminator Loss: 0.8018... Generator Loss: 1.4829 Epoch 1/1... Discriminator Loss: 1.0837... Generator Loss: 0.7568 Epoch 1/1... Discriminator Loss: 0.8603... Generator Loss: 1.1455 Epoch 1/1... Discriminator Loss: 1.0560... Generator Loss: 0.7990 Epoch 1/1... Discriminator Loss: 0.9783... Generator Loss: 1.1873 Epoch 1/1... Discriminator Loss: 1.1318... Generator Loss: 0.8211 Epoch 1/1... Discriminator Loss: 0.9884... Generator Loss: 1.2319 Epoch 1/1... Discriminator Loss: 0.8802... Generator Loss: 0.9201 Epoch 1/1... Discriminator Loss: 0.7323... Generator Loss: 1.2886 Epoch 1/1... Discriminator Loss: 1.4602... Generator Loss: 0.4170 Epoch 1/1... Discriminator Loss: 1.4218... Generator Loss: 2.5150 Epoch 1/1... Discriminator Loss: 1.0766... 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Epoch 1/1... Discriminator Loss: 1.8882... Generator Loss: 2.3728 Epoch 1/1... Discriminator Loss: 1.0447... Generator Loss: 0.6729 Epoch 1/1... Discriminator Loss: 0.8023... Generator Loss: 1.1198 Epoch 1/1... Discriminator Loss: 0.5755... Generator Loss: 1.9176 Epoch 1/1... Discriminator Loss: 1.1426... Generator Loss: 0.5492 Epoch 1/1... Discriminator Loss: 0.8722... Generator Loss: 1.7743 Epoch 1/1... Discriminator Loss: 0.9740... Generator Loss: 1.0009 Epoch 1/1... Discriminator Loss: 1.3515... Generator Loss: 0.3971 Epoch 1/1... Discriminator Loss: 0.9275... Generator Loss: 2.1346 Epoch 1/1... Discriminator Loss: 0.9277... Generator Loss: 1.4035 Epoch 1/1... Discriminator Loss: 1.1994... Generator Loss: 0.6000 Epoch 1/1... Discriminator Loss: 0.9326... Generator Loss: 1.0972 Epoch 1/1... Discriminator Loss: 0.7814... Generator Loss: 1.4671 Epoch 1/1... Discriminator Loss: 0.8988... Generator Loss: 0.8247 Epoch 1/1... Discriminator Loss: 0.7391... 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Generator Loss: 0.4705 Epoch 1/1... Discriminator Loss: 1.0708... Generator Loss: 1.3193 Epoch 1/1... Discriminator Loss: 1.1818... Generator Loss: 1.0182 Epoch 1/1... Discriminator Loss: 1.3950... Generator Loss: 0.4526 Epoch 1/1... Discriminator Loss: 1.2164... Generator Loss: 1.0015 Epoch 1/1... Discriminator Loss: 1.1555... Generator Loss: 0.8679 Epoch 1/1... Discriminator Loss: 1.1419... Generator Loss: 0.8028 Epoch 1/1... Discriminator Loss: 1.0598... Generator Loss: 1.0289 Epoch 1/1... Discriminator Loss: 0.9846... Generator Loss: 0.9020 Epoch 1/1... Discriminator Loss: 1.0249... Generator Loss: 1.1336 Epoch 1/1... Discriminator Loss: 0.9223... Generator Loss: 0.9411 Epoch 1/1... Discriminator Loss: 1.0366... Generator Loss: 0.7670 Epoch 1/1... Discriminator Loss: 1.1291... Generator Loss: 1.5357 Epoch 1/1... Discriminator Loss: 1.3432... Generator Loss: 0.5408 Epoch 1/1... Discriminator Loss: 1.2173... Generator Loss: 1.2036 Epoch 1/1... Discriminator Loss: 1.0376... 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Epoch 1/1... Discriminator Loss: 1.0162... Generator Loss: 1.2266 Epoch 1/1... Discriminator Loss: 0.8670... Generator Loss: 1.2780 Epoch 1/1... Discriminator Loss: 1.2225... Generator Loss: 0.5826 Epoch 1/1... Discriminator Loss: 1.0037... Generator Loss: 1.4772 Epoch 1/1... Discriminator Loss: 1.2496... Generator Loss: 0.5590 Epoch 1/1... Discriminator Loss: 0.9418... Generator Loss: 1.2961 Epoch 1/1... Discriminator Loss: 0.9761... Generator Loss: 0.8115 Epoch 1/1... Discriminator Loss: 0.9731... Generator Loss: 1.0401 Epoch 1/1... Discriminator Loss: 1.1085... Generator Loss: 0.9735 Epoch 1/1... Discriminator Loss: 1.2774... Generator Loss: 0.5776 Epoch 1/1... Discriminator Loss: 0.9755... Generator Loss: 1.2620 Epoch 1/1... Discriminator Loss: 0.8995... Generator Loss: 1.0484 Epoch 1/1... Discriminator Loss: 1.0033... Generator Loss: 0.8956 Epoch 1/1... Discriminator Loss: 0.8914... Generator Loss: 1.1137 Epoch 1/1... Discriminator Loss: 1.0151... 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Epoch 1/1... Discriminator Loss: 1.1141... Generator Loss: 1.3812 Epoch 1/1... Discriminator Loss: 1.6456... Generator Loss: 0.3423 Epoch 1/1... Discriminator Loss: 1.2774... Generator Loss: 1.3639 Epoch 1/1... Discriminator Loss: 1.0174... Generator Loss: 0.9657 Epoch 1/1... Discriminator Loss: 1.1371... Generator Loss: 0.7136 Epoch 1/1... Discriminator Loss: 0.9079... Generator Loss: 1.2847 Epoch 1/1... Discriminator Loss: 0.8057... Generator Loss: 1.1219 Epoch 1/1... Discriminator Loss: 0.9223... Generator Loss: 0.9015 Epoch 1/1... Discriminator Loss: 0.7905... Generator Loss: 1.3871 Epoch 1/1... Discriminator Loss: 0.8542... Generator Loss: 1.0784 Epoch 1/1... Discriminator Loss: 0.9817... Generator Loss: 0.8561 Epoch 1/1... Discriminator Loss: 1.0969... Generator Loss: 0.8943 Epoch 1/1... Discriminator Loss: 0.9037... Generator Loss: 1.2055 Epoch 1/1... Discriminator Loss: 1.1906... Generator Loss: 0.9109 Epoch 1/1... Discriminator Loss: 1.2128... 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Epoch 1/1... Discriminator Loss: 0.9832... Generator Loss: 1.0280 Epoch 1/1... Discriminator Loss: 1.0469... Generator Loss: 0.9127 Epoch 1/1... Discriminator Loss: 0.9230... Generator Loss: 0.8091 Epoch 1/1... Discriminator Loss: 1.1153... Generator Loss: 0.9420 Epoch 1/1... Discriminator Loss: 1.1881... Generator Loss: 0.5924 Epoch 1/1... Discriminator Loss: 1.1931... Generator Loss: 1.7690 Epoch 1/1... Discriminator Loss: 1.1436... Generator Loss: 0.6612 Epoch 1/1... Discriminator Loss: 1.0641... Generator Loss: 0.9116 Epoch 1/1... Discriminator Loss: 1.1872... Generator Loss: 1.0597 Epoch 1/1... Discriminator Loss: 1.4039... Generator Loss: 0.4597 Epoch 1/1... Discriminator Loss: 1.6156... Generator Loss: 1.9660 Epoch 1/1... Discriminator Loss: 1.4241... Generator Loss: 0.4709 Epoch 1/1... Discriminator Loss: 1.0523... Generator Loss: 1.1670 Epoch 1/1... Discriminator Loss: 0.8683... Generator Loss: 1.6647 Epoch 1/1... Discriminator Loss: 1.2282... 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Epoch 1/1... Discriminator Loss: 1.1826... Generator Loss: 0.6100 Epoch 1/1... Discriminator Loss: 0.9693... Generator Loss: 1.4214 Epoch 1/1... Discriminator Loss: 1.0860... Generator Loss: 0.6562 Epoch 1/1... Discriminator Loss: 0.9120... Generator Loss: 1.1400 Epoch 1/1... Discriminator Loss: 0.9179... Generator Loss: 1.0202 Epoch 1/1... Discriminator Loss: 0.9066... Generator Loss: 0.9562 Epoch 1/1... Discriminator Loss: 1.0307... Generator Loss: 0.9654 Epoch 1/1... Discriminator Loss: 0.7457... Generator Loss: 1.0932 Epoch 1/1... Discriminator Loss: 0.8614... Generator Loss: 1.2105 Epoch 1/1... Discriminator Loss: 1.0259... Generator Loss: 0.8078 Epoch 1/1... Discriminator Loss: 1.1374... Generator Loss: 0.9823 Epoch 1/1... Discriminator Loss: 1.2106... Generator Loss: 0.9627 Epoch 1/1... Discriminator Loss: 1.0092... Generator Loss: 0.8954 Epoch 1/1... Discriminator Loss: 0.7629... Generator Loss: 0.9521 Epoch 1/1... Discriminator Loss: 0.8057... 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Generator Loss: 1.0660 Epoch 1/1... Discriminator Loss: 1.0876... Generator Loss: 0.7285 Epoch 1/1... Discriminator Loss: 0.9596... Generator Loss: 1.0965 Epoch 1/1... Discriminator Loss: 1.0684... Generator Loss: 1.1551 Epoch 1/1... Discriminator Loss: 1.3283... Generator Loss: 0.5154 Epoch 1/1... Discriminator Loss: 1.1382... Generator Loss: 1.0629 Epoch 1/1... Discriminator Loss: 1.0599... Generator Loss: 0.7292 Epoch 1/1... Discriminator Loss: 0.9176... Generator Loss: 1.2829 Epoch 1/1... Discriminator Loss: 0.8854... Generator Loss: 0.8987 Epoch 1/1... Discriminator Loss: 0.8771... Generator Loss: 0.8692 Epoch 1/1... Discriminator Loss: 1.0677... Generator Loss: 2.0819 Epoch 1/1... Discriminator Loss: 1.3706... Generator Loss: 0.4265 Epoch 1/1... Discriminator Loss: 1.1922... Generator Loss: 1.8662 Epoch 1/1... Discriminator Loss: 1.0006... Generator Loss: 0.6472 Epoch 1/1... Discriminator Loss: 0.6279... Generator Loss: 1.7909 Epoch 1/1... Discriminator Loss: 0.8095... 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Generator Loss: 2.2196 Epoch 1/1... Discriminator Loss: 1.3445... Generator Loss: 0.4999 Epoch 1/1... Discriminator Loss: 1.0249... Generator Loss: 1.3151 Epoch 1/1... Discriminator Loss: 1.1508... Generator Loss: 0.9275 Epoch 1/1... Discriminator Loss: 1.0041... Generator Loss: 0.8810 Epoch 1/1... Discriminator Loss: 1.1609... Generator Loss: 0.8173 Epoch 1/1... Discriminator Loss: 0.9675... Generator Loss: 1.0793 Epoch 1/1... Discriminator Loss: 1.3418... Generator Loss: 0.5469 Epoch 1/1... Discriminator Loss: 1.0218... Generator Loss: 1.2522 Epoch 1/1... Discriminator Loss: 0.9773... Generator Loss: 0.7391 Epoch 1/1... Discriminator Loss: 0.9215... Generator Loss: 1.3511 Epoch 1/1... Discriminator Loss: 1.1050... Generator Loss: 0.6421 Epoch 1/1... Discriminator Loss: 0.9048... Generator Loss: 1.1968 Epoch 1/1... Discriminator Loss: 1.0575... Generator Loss: 1.0569 Epoch 1/1... Discriminator Loss: 0.9918... Generator Loss: 0.7982 Epoch 1/1... Discriminator Loss: 1.3169... 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Epoch 1/1... Discriminator Loss: 1.1319... Generator Loss: 2.8563 Epoch 1/1... Discriminator Loss: 1.3627... Generator Loss: 0.3815 Epoch 1/1... Discriminator Loss: 0.4722... Generator Loss: 2.4209 Epoch 1/1... Discriminator Loss: 0.6488... Generator Loss: 1.6380 Epoch 1/1... Discriminator Loss: 0.9005... Generator Loss: 0.9419 Epoch 1/1... Discriminator Loss: 0.9720... Generator Loss: 0.7678 Epoch 1/1... Discriminator Loss: 1.3058... Generator Loss: 2.8331 Epoch 1/1... Discriminator Loss: 1.5175... Generator Loss: 0.3484 Epoch 1/1... Discriminator Loss: 1.2935... Generator Loss: 1.3478 Epoch 1/1... Discriminator Loss: 1.3115... Generator Loss: 0.5288 Epoch 1/1... Discriminator Loss: 0.8745... Generator Loss: 1.0054 Epoch 1/1... Discriminator Loss: 0.9516... Generator Loss: 1.2330 Epoch 1/1... Discriminator Loss: 0.8895... Generator Loss: 0.8784 Epoch 1/1... Discriminator Loss: 1.2957... Generator Loss: 0.4259 Epoch 1/1... Discriminator Loss: 1.2984... 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Generator Loss: 1.5928 Epoch 1/1... Discriminator Loss: 1.6401... Generator Loss: 0.3832 Epoch 1/1... Discriminator Loss: 1.2831... Generator Loss: 2.3419 Epoch 1/1... Discriminator Loss: 1.1733... Generator Loss: 0.6088 Epoch 1/1... Discriminator Loss: 0.8615... Generator Loss: 0.9442 Epoch 1/1... Discriminator Loss: 0.8208... Generator Loss: 1.3887 Epoch 1/1... Discriminator Loss: 0.7479... Generator Loss: 1.2430 Epoch 1/1... Discriminator Loss: 0.9627... Generator Loss: 0.7596 Epoch 1/1... Discriminator Loss: 0.6019... Generator Loss: 2.0365 Epoch 1/1... Discriminator Loss: 1.2539... Generator Loss: 0.5792 Epoch 1/1... Discriminator Loss: 0.8122... Generator Loss: 1.9425 Epoch 1/1... Discriminator Loss: 0.8680... Generator Loss: 0.8593 Epoch 1/1... Discriminator Loss: 1.1410... Generator Loss: 0.7059 Epoch 1/1... Discriminator Loss: 0.6691... Generator Loss: 2.1494 Epoch 1/1... Discriminator Loss: 0.9227... Generator Loss: 0.7070 Epoch 1/1... Discriminator Loss: 1.1831... 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Epoch 1/1... Discriminator Loss: 1.8102... Generator Loss: 3.2839 Epoch 1/1... Discriminator Loss: 1.4331... Generator Loss: 0.4219 Epoch 1/1... Discriminator Loss: 1.3841... Generator Loss: 2.1753 Epoch 1/1... Discriminator Loss: 1.1405... Generator Loss: 0.6305 Epoch 1/1... Discriminator Loss: 0.9767... Generator Loss: 0.7594 Epoch 1/1... Discriminator Loss: 0.8693... Generator Loss: 1.3046 Epoch 1/1... Discriminator Loss: 1.1341... Generator Loss: 0.6378 Epoch 1/1... Discriminator Loss: 1.3002... Generator Loss: 1.9706 Epoch 1/1... Discriminator Loss: 1.1262... Generator Loss: 0.6609 Epoch 1/1... Discriminator Loss: 1.0263... Generator Loss: 0.7814 Epoch 1/1... Discriminator Loss: 1.1066... Generator Loss: 1.3584 Epoch 1/1... Discriminator Loss: 0.9322... Generator Loss: 0.8262 Epoch 1/1... Discriminator Loss: 1.1016... Generator Loss: 1.0541 Epoch 1/1... Discriminator Loss: 1.4153... Generator Loss: 0.4665 Epoch 1/1... Discriminator Loss: 0.9889... 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Epoch 1/1... Discriminator Loss: 0.5703... Generator Loss: 1.1599 Epoch 1/1... Discriminator Loss: 2.5791... Generator Loss: 2.4138 Epoch 1/1... Discriminator Loss: 1.8731... Generator Loss: 0.3175 Epoch 1/1... Discriminator Loss: 2.0194... Generator Loss: 2.6680 Epoch 1/1... Discriminator Loss: 1.1772... Generator Loss: 0.6541 Epoch 1/1... Discriminator Loss: 1.1308... Generator Loss: 0.5885 Epoch 1/1... Discriminator Loss: 1.1159... Generator Loss: 1.5362 Epoch 1/1... Discriminator Loss: 1.0203... Generator Loss: 0.8303 Epoch 1/1... Discriminator Loss: 1.4594... Generator Loss: 0.4325 Epoch 1/1... Discriminator Loss: 1.0856... Generator Loss: 1.5446 Epoch 1/1... Discriminator Loss: 1.1949... Generator Loss: 0.9373 Epoch 1/1... Discriminator Loss: 1.0488... Generator Loss: 0.6947 Epoch 1/1... Discriminator Loss: 1.0803... Generator Loss: 0.7795 Epoch 1/1... Discriminator Loss: 1.2128... Generator Loss: 1.1260 Epoch 1/1... Discriminator Loss: 1.1601... Generator Loss: 0.7362 Epoch 1/1... Discriminator Loss: 1.2602... Generator Loss: 0.8078 Epoch 1/1... Discriminator Loss: 1.2674... Generator Loss: 0.7033 Epoch 1/1... Discriminator Loss: 1.0258... Generator Loss: 1.4594 Epoch 1/1... Discriminator Loss: 1.3588... Generator Loss: 0.4699 Epoch 1/1... Discriminator Loss: 0.9861... Generator Loss: 1.2510 Epoch 1/1... Discriminator Loss: 0.9206... Generator Loss: 0.9989 Epoch 1/1... Discriminator Loss: 0.7256... Generator Loss: 1.1969 Epoch 1/1... Discriminator Loss: 1.1117... Generator Loss: 0.7715 Epoch 1/1... Discriminator Loss: 0.8871... Generator Loss: 0.9547 Epoch 1/1... Discriminator Loss: 1.0213... Generator Loss: 1.0227 Epoch 1/1... Discriminator Loss: 0.9795... Generator Loss: 0.7042 Epoch 1/1... Discriminator Loss: 0.8046... Generator Loss: 1.6137 Epoch 1/1... Discriminator Loss: 1.0527... Generator Loss: 0.6931 Epoch 1/1... Discriminator Loss: 1.2111... Generator Loss: 0.5465 Epoch 1/1... Discriminator Loss: 1.3266... 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Generator Loss: 0.4715 Epoch 1/1... Discriminator Loss: 0.9227... Generator Loss: 2.1357 Epoch 1/1... Discriminator Loss: 1.1044... Generator Loss: 0.6246 Epoch 1/1... Discriminator Loss: 0.8637... Generator Loss: 1.0676 Epoch 1/1... Discriminator Loss: 0.9166... Generator Loss: 1.1176 Epoch 1/1... Discriminator Loss: 1.1113... Generator Loss: 0.6401 Epoch 1/1... Discriminator Loss: 1.1294... Generator Loss: 0.8211 Epoch 1/1... Discriminator Loss: 1.0848... Generator Loss: 1.0071 Epoch 1/1... Discriminator Loss: 1.2279... Generator Loss: 0.6144 Epoch 1/1... Discriminator Loss: 1.1147... Generator Loss: 1.0969 Epoch 1/1... Discriminator Loss: 1.4170... Generator Loss: 0.5046 Epoch 1/1... Discriminator Loss: 1.3087... Generator Loss: 0.7863 Epoch 1/1... Discriminator Loss: 1.1317... Generator Loss: 0.6646 Epoch 1/1... Discriminator Loss: 1.2742... Generator Loss: 1.4261 Epoch 1/1... Discriminator Loss: 1.4175... Generator Loss: 0.4927 Epoch 1/1... Discriminator Loss: 1.1142... Generator Loss: 0.8399 Epoch 1/1... Discriminator Loss: 1.0622... Generator Loss: 0.9859 Epoch 1/1... Discriminator Loss: 1.0565... Generator Loss: 0.8734 Epoch 1/1... Discriminator Loss: 1.2011... Generator Loss: 0.7559 Epoch 1/1... Discriminator Loss: 1.1290... Generator Loss: 0.9804 Epoch 1/1... Discriminator Loss: 1.0032... Generator Loss: 0.7716 Epoch 1/1... Discriminator Loss: 1.0193... Generator Loss: 1.4375 Epoch 1/1... Discriminator Loss: 1.1676... Generator Loss: 0.5928 Epoch 1/1... Discriminator Loss: 0.9671... Generator Loss: 1.4491 Epoch 1/1... Discriminator Loss: 1.2992... Generator Loss: 0.4665 Epoch 1/1... Discriminator Loss: 0.8460... Generator Loss: 1.4293 Epoch 1/1... Discriminator Loss: 1.1657... Generator Loss: 0.6917 Epoch 1/1... Discriminator Loss: 1.0059... Generator Loss: 0.8471 Epoch 1/1... Discriminator Loss: 0.9942... Generator Loss: 1.0410 Epoch 1/1... Discriminator Loss: 1.2812... Generator Loss: 0.6576 Epoch 1/1... Discriminator Loss: 1.0741... Generator Loss: 0.7625 Epoch 1/1... Discriminator Loss: 1.1492... Generator Loss: 1.0373 Epoch 1/1... Discriminator Loss: 1.3959... Generator Loss: 0.4674 Epoch 1/1... Discriminator Loss: 0.9880... Generator Loss: 1.2425 Epoch 1/1... Discriminator Loss: 0.8928... Generator Loss: 1.0401 Epoch 1/1... Discriminator Loss: 1.0970... Generator Loss: 0.7268 Epoch 1/1... Discriminator Loss: 1.1327... Generator Loss: 1.0659 Epoch 1/1... Discriminator Loss: 1.1982... Generator Loss: 0.5875 Epoch 1/1... Discriminator Loss: 0.9755... Generator Loss: 1.2422 Epoch 1/1... Discriminator Loss: 0.9550... Generator Loss: 0.8027 Epoch 1/1... Discriminator Loss: 0.9481... Generator Loss: 1.3361 Epoch 1/1... Discriminator Loss: 1.0232... Generator Loss: 0.7214 Epoch 1/1... Discriminator Loss: 1.0032... Generator Loss: 1.0702 Epoch 1/1... Discriminator Loss: 0.9982... Generator Loss: 1.1061 Epoch 1/1... Discriminator Loss: 1.0462... Generator Loss: 0.7166 Epoch 1/1... Discriminator Loss: 1.0386... Generator Loss: 1.1850 Epoch 1/1... Discriminator Loss: 1.2095... Generator Loss: 0.6750 Epoch 1/1... Discriminator Loss: 1.1932... Generator Loss: 0.8563 Epoch 1/1... Discriminator Loss: 1.0894... Generator Loss: 0.9680 Epoch 1/1... Discriminator Loss: 1.0474... Generator Loss: 0.9535 Epoch 1/1... Discriminator Loss: 0.9940... Generator Loss: 0.8402 Epoch 1/1... Discriminator Loss: 0.8473... Generator Loss: 1.4405 Epoch 1/1... Discriminator Loss: 1.9008... Generator Loss: 0.2409 Epoch 1/1... Discriminator Loss: 0.9631... Generator Loss: 2.1936 Epoch 1/1... Discriminator Loss: 0.8933... Generator Loss: 1.1111 Epoch 1/1... Discriminator Loss: 1.4874... Generator Loss: 0.3476
Epoch 1/1... Discriminator Loss: 1.6178... Generator Loss: 1.7235 Epoch 1/1... Discriminator Loss: 1.2544... Generator Loss: 0.5080 Epoch 1/1... Discriminator Loss: 1.0137... Generator Loss: 0.7892 Epoch 1/1... Discriminator Loss: 1.0869... Generator Loss: 1.2663 Epoch 1/1... Discriminator Loss: 1.1719... Generator Loss: 0.7785 Epoch 1/1... Discriminator Loss: 1.5535... Generator Loss: 0.3800 Epoch 1/1... Discriminator Loss: 1.3930... Generator Loss: 0.6965 Epoch 1/1... Discriminator Loss: 1.3208... Generator Loss: 1.3763 Epoch 1/1... Discriminator Loss: 1.4503... Generator Loss: 0.4346 Epoch 1/1... Discriminator Loss: 1.0564... Generator Loss: 1.0610 Epoch 1/1... Discriminator Loss: 1.1382... Generator Loss: 0.7630 Epoch 1/1... Discriminator Loss: 1.0596... Generator Loss: 0.8581 Epoch 1/1... Discriminator Loss: 1.3922... Generator Loss: 0.4207 Epoch 1/1... Discriminator Loss: 1.0691... Generator Loss: 1.4253 Epoch 1/1... Discriminator Loss: 0.8459... Generator Loss: 0.9413 Epoch 1/1... Discriminator Loss: 1.0713... Generator Loss: 0.8028 Epoch 1/1... Discriminator Loss: 0.4906... Generator Loss: 2.4063 Epoch 1/1... Discriminator Loss: 1.8356... Generator Loss: 0.2326 Epoch 1/1... Discriminator Loss: 1.1892... Generator Loss: 2.4949 Epoch 1/1... Discriminator Loss: 1.2506... Generator Loss: 0.5061 Epoch 1/1... Discriminator Loss: 1.1141... Generator Loss: 2.2592 Epoch 1/1... Discriminator Loss: 1.6042... Generator Loss: 0.3633 Epoch 1/1... Discriminator Loss: 1.1760... Generator Loss: 1.1815 Epoch 1/1... Discriminator Loss: 1.1925... Generator Loss: 0.7475 Epoch 1/1... Discriminator Loss: 0.7972... Generator Loss: 1.2100 Epoch 1/1... Discriminator Loss: 1.0538... Generator Loss: 0.6776 Epoch 1/1... Discriminator Loss: 0.9564... Generator Loss: 1.2327 Epoch 1/1... Discriminator Loss: 1.2021... Generator Loss: 0.6492 Epoch 1/1... Discriminator Loss: 1.1165... Generator Loss: 1.3057 Epoch 1/1... Discriminator Loss: 0.7976... Generator Loss: 1.0249 Epoch 1/1... Discriminator Loss: 0.9117... Generator Loss: 0.9048 Epoch 1/1... Discriminator Loss: 0.7436... Generator Loss: 1.3942 Epoch 1/1... Discriminator Loss: 1.0342... Generator Loss: 0.6001 Epoch 1/1... Discriminator Loss: 1.9096... Generator Loss: 3.1946 Epoch 1/1... Discriminator Loss: 0.9683... Generator Loss: 0.6479 Epoch 1/1... Discriminator Loss: 1.0648... Generator Loss: 0.6648 Epoch 1/1... Discriminator Loss: 1.8863... Generator Loss: 0.7791 Epoch 1/1... Discriminator Loss: 1.2294... Generator Loss: 0.6831 Epoch 1/1... Discriminator Loss: 0.8782... Generator Loss: 0.7668 Epoch 1/1... Discriminator Loss: 0.3772... Generator Loss: 1.7582 Epoch 1/1... Discriminator Loss: 1.4339... Generator Loss: 2.3208 Epoch 1/1... Discriminator Loss: 2.4162... Generator Loss: 0.1171 Epoch 1/1... Discriminator Loss: 1.7881... Generator Loss: 2.5896 Epoch 1/1... Discriminator Loss: 1.5792... Generator Loss: 0.3771 Epoch 1/1... Discriminator Loss: 1.0843... Generator Loss: 1.1575 Epoch 1/1... Discriminator Loss: 0.9866... Generator Loss: 0.9430 Epoch 1/1... Discriminator Loss: 0.8132... Generator Loss: 0.9869 Epoch 1/1... Discriminator Loss: 1.0325... Generator Loss: 0.9682 Epoch 1/1... Discriminator Loss: 0.7078... Generator Loss: 1.1329 Epoch 1/1... Discriminator Loss: 1.3904... Generator Loss: 0.5943 Epoch 1/1... Discriminator Loss: 1.1501... Generator Loss: 1.5673 Epoch 1/1... Discriminator Loss: 0.9070... Generator Loss: 0.9083 Epoch 1/1... Discriminator Loss: 1.3624... Generator Loss: 0.7025 Epoch 1/1... Discriminator Loss: 1.4644... Generator Loss: 1.8501 Epoch 1/1... Discriminator Loss: 0.8725... Generator Loss: 0.8200 Epoch 1/1... Discriminator Loss: 1.3036... Generator Loss: 0.5590 Epoch 1/1... Discriminator Loss: 1.0370... Generator Loss: 1.9740 Epoch 1/1... Discriminator Loss: 0.8202... Generator Loss: 0.8433 Epoch 1/1... Discriminator Loss: 0.8873... Generator Loss: 0.7158 Epoch 1/1... Discriminator Loss: 1.4104... Generator Loss: 2.1648 Epoch 1/1... Discriminator Loss: 1.0495... Generator Loss: 0.6782 Epoch 1/1... Discriminator Loss: 0.9497... Generator Loss: 1.1766 Epoch 1/1... Discriminator Loss: 2.0118... Generator Loss: 0.2048 Epoch 1/1... Discriminator Loss: 1.6922... Generator Loss: 2.5332 Epoch 1/1... Discriminator Loss: 0.8460... Generator Loss: 0.8920 Output after epoch: 1
When submitting this project, make sure to run all the cells before saving the notebook. Save the notebook file as "dlnd_face_generation.ipynb" and save it as a HTML file under "File" -> "Download as". Include the "helper.py" and "problem_unittests.py" files in your submission.